Inhalt: Finding a job that you love can be hard. This course can help by providing you with quick strategies and tips for finding-and landing-a stellar job in the data science field. Instructor Michael Galarnyk shares how to identify the type of data science job that best suits you, as well as take steps to overcome gaps in your resume. He details how to build impressive projects that showcase your skills, as well as craft a compelling data science resume and cover letter. Plus, get tips for building an online presence; finding relevant contacts to help you land a job; and preparing for your first interview. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:33:15
Inhalt: In today's business environment, in order to compete, it's critical to have inclusive and diverse teams. Therefore, as managers, creating inclusive teams is necessary to your success. In this course from inclusion expert Lia Garvin, learn how you can build effective and inclusive teams. Lia shows that every team member has a role, and how each role can work together to bring value. She shares how access is so important to help make decisions and give people information, and explains the importance of establishing psychological safety on your teams so that team members feel comfortable taking risks. By following Lia's training, you'll learn how to unlock the potential of your team and help them connect with their purpose. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:46:13
Inhalt: Many of us are fascinated by identifying and categorizing types of people, whether it's an online quiz or a professional assessment. Over 2,000,000 people a year take the Myers-Briggs Type Indicator, for example. But it's not enough to be able to categorize people as personality types. The real strength is in gaining an understanding to help better your leadership, relationships, and teams. In this course, Dr Eric Zackrison teaches leaders who want to become more effective and impactful to harness the power of behavioral assessments and the knowledge they provide. He shows just why understanding your team's-and your own-behavioral styles is so important, as well as how to select the right assessment tool and avoid common pitfalls when using it. Eric also takes a deep dive into the Interpersonal Dynamics Inventory, including its key types and how to harness the power of a variety of personality types, so you can ultimately become a more responsive and knowledgeable leader. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:05:40
Inhalt: Diversity and inclusion are important aspects of how a successful business operates. In this course you can learn how fostering diverse teams can help your organization stay competitive in the marketplace, drive innovation, expand the richness of thought, and remain relevant on a potentially global scale. Get acquainted with the oft-overlooked aspects of diversity and learn actionable ideas-like how to collect data, build referral programs, and expand your network-to include more diversity within your team. Instructor Amber Vanderburg also explains how to maximize the value of diversity by seeking a diverse and inclusive team. Each lesson offers practical insights for your own recruiting, hiring, and promotion processes. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 00:58:20
Inhalt: If you've worked in Python, you're likely familiar with the basic of pandas. In this advanced course, instructor Brett Vanderblock shares how you can take advantage of the advanced functions of pandas-such as working with dates, dealing with missing data, merging DataFrames, and more-to work more effectively with your data. First, Brett introduces you to DataFrames, identifies the top functions in pandas, and shows you how to configure your pandas workspace efficiently. He walks you through converting data types, working with strings, and using the apply map and applymap functions effectively. He shows you how to combine Groupby and multiple aggregate functions in pandas and how to use the merge, join, and concat functions. Brett steps through plotting and statistical functions with pandas. He concludes by explaining how you can use pandas-profiling and Geopandas to get the most out of your functions and data. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:02:30
Inhalt: Having more alignment in your life is a proven way to feel more balanced, motivated, and passionate about how you spend your time. This course, taught by communications coach and entrepreneur Christina Vo, navigates how to align your values throughout all avenues of your life. Christina first reviews the basics of alignment, including its importance to overall well-being. She then walks you through a reflection exercise to get clear on personal values and passions, and discusses how these values can impact the type of work you enjoy and how you work most effectively. Finally, Christina explores how you can embody your values in other aspects of life, such as in relationships or stress management. Upon completion of this course, you will have the tools to reflect on your alignment and continue to grow in this arena. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:38:40
Inhalt: Being an effective communicator who can articulate a message, goal, or value has become increasingly important in the world of business. In this course, join Alessandra Wall, PhD, as she explains how to articulate your value to others and communicate in a way that's unforgettable, compelling, and impactful. Alessandra covers the tactics and skills available to you to help communicate effectively and articulate your message. She also reviews characteristics of compelling speakers and shares the strategies they use to communicate with others. Upon completion of this course, you'll be better able to communicate with confidence and achieve goals such as building a network or leaving a lasting impression. Umfang: 00:35:14
Inhalt: The best leaders and managers are also incredible coaches. Coaching is all about elevating each team member to be the best person that they can be in their role. In this course, Dr. Eric Zackrison explains how to go from manager to coach. Eric covers the foundations of effective coaching. He presents a pre-work guide to help you assess your team and set the stage for effective coaching. Eric shows you how to create a supportive climate and foster collaboration. He shares how to create effective coaching sessions that can help you close the gaps in your team. In closing, Eric describes how to follow best practices, measure your success, set goals, and prioritize effectively. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:54:57
Inhalt: If you've ever felt confused by financial decisions you needed to make, or financial documents that you needed to read, this course is for you. Finances are important, but the jargon can be overwhelming. In this course, finance expert Cassandra Reed walks you through dozens of common financial terms. Cassandra shows you how to use these terms comfortably, recognize them in documents, and use them to make smarter financial decisions. She covers calculating your net worth, navigating your personal bank accounts, and making informed choices about investing. Cassandra explains how to identify the differences between common retirement accounts, such as IRA's and 401(k)'s. Finally, if you're a small business owner, this course offers you a solid foundation in the documents and terms you need to know to ensure you're staying profitable. No matter how early you are in your financial journey, this course can help. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:09:12
Inhalt: The key to enhancing your productivity is to build to-do lists that actually work. In this course, learn a new approach to creating to-do lists, find out how to better prioritize tasks, and discover proven day-to-day workflows to put into practice immediately. Join productivity expert Mike Vardy as he shares the anatomy of a to do, revealing what goes on a list and what doesn't go on a list. Mike also explains how to gauge your progress and how to create a process that keeps your attention. Plus, explore popular to-do list apps-and learn how to eliminate apps altogether and embrace paper. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 00:50:13.00
Inhalt: Marketing strategies are never straightforward, making it difficult for leaders to proceed with confidence and authority. In this course, listeners can learn the six key choices global brands need to make for a battle-ready marketing strategy that wins customers and grows the business. Marta Dapena-Baron, a former Fortune 500 marketing VP, shares how to decide between acquiring or retaining customers and four amazing strategies for go-to-market. Additionally, listeners can learn how to change their customer beliefs and behaviors and how to manage and develop key marketing benchmarks. This audio-only course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:50:08.00
Inhalt: Routine is an overlooked aspect of success. Better routines are essential to improving your life, your mindset, and your career. In this course, listeners can learn how and why routines work and how to build healthy habits. Join productivity expert Mike Vardy as he explains how to start simple with basic routines and build up to mode-based routines. Plus, learn how to stack habits, create accountability, and troubleshoot why routines aren't working. With these tips, you can begin building tomorrow's routines today. This audio-only course was created by Madecraft. We are pleased to host this content in our library. Umfang: 00:41:29.00
Inhalt: The sales data at your organization can tell you more than how much revenue you earned. The information you're generating can be used to produce powerful insights for your entire organization. In this focused course from John David Ariansen, you can learn how to use business analytics tools and techniques to harness your sales data and help your organization get more leads, close more deals, and ultimately grow your book of business. Discover the different challenges sales analysts encounter, the nuances of sales data collection, and how to effectively analyze sales data with tools like Excel, Power BI, and Google Analytics. Plus, learn how to create visualizations such as sales dashboards to communicate your insights in an engaging way. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 00:34:39.00
Inhalt: The sales data at your organization can tell you more than how much revenue you earned. The information you're generating can be used to produce powerful insights for your entire organization. In this focused course from John David Ariansen, you can learn how to use business analytics tools and techniques to harness your sales data and help your organization get more leads, close more deals, and ultimately grow your book of business. Discover the different challenges sales analysts encounter, the nuances of sales data collection, and how to effectively analyze sales data with tools like Excel, Power BI, and Google Analytics. Plus, learn how to create visualizations such as sales dashboards to communicate your insights in an engaging way. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 00:53:52.00
Inhalt: If there's one thing you can always rely on, it's change. And while change has its many pros and cons, it can be harder to navigate when you're the one having to embrace the change as opposed to initiating it. In this quick course from change management expert Dr. Eric Zackrison, learn how to go with the flow and wield organizational change to your advantage. Gain strategies for how to adapt quickly, tips on what is and isn't in your control, and advice for how to show your bosses that you are a can-do, make-it-happen team player. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:15:10
Inhalt: Change can be complicated and nuanced, but the best way to manage it is with simple and straightforward leadership. When you keep your team involved and set realistic expectations, you'll be set up to make your change positive and long lasting. In this quick course from change management expert Dr. Eric Zackrison, learn the five best practices for how to guide your teams and organizations through change. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:16:41
Inhalt: One of the most underrated skills a leader can demonstrate is compassion. Compassionate leaders are proven to foster more trust and respect for their teams, which increases their ability to have success. In this course, Dr. Melissa Steach details the building blocks of exercising compassion as a leader. She shares a fundamental understanding of what compassion in the workplace means, how to demonstrate compassion without compromise, and how leaders can foster compassionate environments for their teams. Melissa covers the physical, interpersonal, and emotional needs of employees, as well as how to communicate the benefits of compassionate leadership to your team. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:53:27
Inhalt: Your organization's landscape is constantly changing, as are markets, consumer preferences, and the economy in general. You may have solid plans in place, but when the unexpected strikes, you may be forced to pivot and re-evaluate your options. In this course, innovation and business strategy expert Jim Belfiore shows you how to use the incredibly simple yet powerful SWOT (strengths, weaknesses, opportunities, threats) methodology to evaluate your company's footing and develop a strategic business plan. Jim shares how to leverage strengths, convert weaknesses, use opportunities, and neutralize threats to bolster your business. In addition, he explains how to use SWOT analysis for personal and organizational growth and drive positive change in yourself and your organization. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:47:13
Inhalt: Creating a business that catches the eyes of potential customers isn't just simply luck. There is a method to creating positive attention for your personal brand or business. In this course, anyone can learn how to generate a powerful buzz. Learn how to create and sustain momentum and know your "why"-the problem you are trying to solve for your customers. Author and serial entrepreneur Jeff Fenster then reviews the growth flywheel, a powerful tool containing all the steps needed to create positive attention. Finally, discover how to compound the buzz for maximum results using social media, podcasts, and awards. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 00:29:43
Inhalt: Introducing the concept of flow into your daily life can help create the optimal mindset for success. In this course, expert Christina Vo shows you how to build effective habits to harness the power of flow in all aspects of life. Follow along as Christina clarifies the concept of flow, how to get yourself into the flow state, and how guides such as meditation and reflection can help you connect with your flow state. She also provides instruction on how to find flow in your work by building your flow projects and feedback loops, connecting with passion and purpose, and creating more flow in your daily life through nature and cultivating mindfulness. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:48:49
Inhalt: Creativity is a powerful skill that you can learn and develop. In this course, Genein Letford, a top creative thinker and strategist, shares strategies for creative thinking that you can utilize as a leader. Genein dispels the myths about creativity and shows you how you can use creative thinking strategies to build your self-awareness. She explains how to open your creative senses, leverage your curiosity, and unleash your imagination. Genein walks you through a series of powerful creative thinking exercises. Finally, she discusses how to apply creativity to business and build a more creative culture in your organization. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:20:16
Inhalt: As a leader, your team and organization rely on you to have good judgement and make the right decision with the information you have. Good decisions are the product of strong critical thinking skills and thoughtful problem solving. And like all skills, you can learn, practice, and get better at them. In this course, Dr. Eric Zackrison helps you do just that. He shows how to critically assess the source of information and how to determine the right approach to take. Eric also demonstrates strategies for approaching both simple and complex problems, and details taking your team through the entire life cycle of a challenging decision. He also imparts an understanding of common traps people fall into when solving problems, both individually and as a team. After this course, you'll have the tools to approach your next problem more critically and solve it more effectively. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:45:16
Inhalt: With Plotly, you can make charts and share graphs, so that your colleagues and friends can see your work. In this course, instructor Brett Vanderblock shows you how to evaluate what graph types to use in various situations, deploy Plotly for your own initiatives, and develop your own interactive graphs. Plotly is a data visualization library. Brett walks you through its key attributes and how to start using it. Creating charts is easy with Plotly, and Brett introduces you to basic charts, statistical charts, 3D plotting, mapping, and more. He shows you how to add interactive dropdowns and buttons to your charts and graphs, as well as how to create subplots and create a dashboard to combine visualizations. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:55:54
Inhalt: A bad company culture is often easy to identify and explain, but a great company culture can seem elusive and difficult to achieve. Many organizations throw things at the wall, seeing what will stick, which results in a lot of wasted expenses and frustrated employees. If understanding company culture seems challenging, try to instead understand employee engagement. In this course, human resources expert and podcast host Katrina Ghazarian explains how engagement is the foundation that leads to a positive company culture. Katrina walks viewers through defining company culture, measuring employee engagement, and making changes that lasts and improve culture. After this course, you'll have a clear idea on what company culture is made of, how to manage it, and how to communicate company culture with employees. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:01:55
Inhalt: Being an assertive leader unlocks the ability to express yourself freely while improving the function of your team. In this course, leadership expert Audrey Daniels explores how to embody the behaviors of an assertive leader and put your newfound assertiveness into action. Listeners can learn how to balance leadership and emotional intelligence, communicate with tact, and keep all messages clear and concise. Additionally, Audrey explores how to maintain influence and integrity without relinquishing authority. This audio-only course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:06:46.00
Inhalt: Over the course of your career, you work with many different stakeholders in many different facets. A business partnership can be one of the trickier relationships to navigate. In this course, longtime business executive Marcel Badart discusses the skills you need to identify, develop, and build strategic business partnerships and sustain them over time. Marcel walks you through factors that influence a partnership, from the nature of the relationship to the stakeholders involved. He explains the steps in developing the relationship, including prospecting, negotiating, and onboarding your new business partner. He concludes with pro tips on how you can ensure a successful, long-term partnership. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:54:23
Inhalt: Becoming a manager can be intimidating. With so much information out there, it's hard to know where to start. In this course, leadership expert Dave Labowitz shows you some essential lessons you should learn to be an effective manager. Dave covers how to understand your responsibilities and how to transition from a manager to a leader. He explains how to improve your communication, become a better listener, and connect to your employees emotionally. Dave shares the ins and outs of management, then goes into how you can remove roadblocks and know your key performance indicators. Finally, he provides useful tips on mistakes that you should avoid as a leader. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:05:41
Inhalt: Data is powerful, and the ability to access it quickly and accurately is important. In this course, instructor James Parkin helps you use your existing Excel skills to master the basics of working with data in SQL, one of the most common languages for database wrangling. James shows you how to set up your environment for SQL and shares some differences between spreadsheets and databases. He steps through SQL basics that you need to know to access and identify the data you need. In both Excel and SQL, you work with functions. James covers several, including SUM, AVERAGE, MIN, MAX, COUNT. He explains different methods of sorting, grouping, and organizing your data in SQL. James concludes by showing you how to use joins, VLOOKUP, HLOOKUP, and XLOOKUP to combine your data. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:24:45
Inhalt: Obtaining a funding round is a logical step for any business, from start-ups to those preparing to go public. In this course, funding expert and CEO Promise Phelon reviews her methods for obtaining funding with the goal of business growth in mind. Using her expertise, Promise first shares the obstacles business owners face to obtaining funding and the common objections you might hear from an investor. She then dives into the decision-making process of deciding when and how to raise capital for your business, and specific considerations to identify when seeking funding. From there, Promise reveals her top seven skills for obtaining funding from investors, and walks you through several exercises to refine these skills. Finally, Promise reviews networking secrets to get your foot in the door. Upon completion of this course, you'll be better prepared to evaluate the when, why, and how of raising funding with the goal of business growth in mind. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:26:49
Inhalt: Do you want to find ways to build more alignment, manage your energy more effectively, and increase your motivation levels? In this course, executive coach and psychologist Dr. Jason Richardson empowers you to do all these things and more. Jason first walks through how you can shift your mindset to create an environment that feeds your success. He helps you identify what's important to you, and shares how to pinpoint the goals you're looking to achieve. Then, he reviews how you can reduce your energy killers and swap them out for other sources that can actually give you more energy. Jason also provides methods for how you can commit to achieving the goals you've set out to accomplish by building in consistency, finding your why, and keep yourself motivated. Finally, Jason reviews how you can keep yourself motivated as you look to accomplish and achieve new things. After finishing this course, you'll be prepared to incorporate these habits, shift your mindset, and win every day. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:51:47
Inhalt: As a manager of a remote team, you may face unique challenges, but you also have unique opportunities to help your team thrive. In this course, Mitch Simon shares his advice for leaders who are overseeing remote teams by outlining common mistakes. Mitch starts by enforcing the importance of fun in a remote workplace, including methods for hosting meetings and allowing natural conversation to take place. He then stresses the importance of setting a tone and gathering the right people together. Mitch then reviews the importance of being vulnerable with your team by way of transparency and empathy. Mitch also highlights some classic leadership missteps, such as micromanaging, avoiding conflict, and hiding details from your team. He closes by outlining the importance of creating safe spaces where your team can take risks, give and receive feedback, and learn along the way. After this course, you'll have tools to help you lead with more confidence in a remote environment. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:09:11
Inhalt: Creating an inclusive workplace, where every employee feels welcomed, valued, respected, and heard, requires both structural change to your company processes and active allyship in your day-to-day interactions. In this course, Kelsey Bardfield explores common biases in the workplace and tangible ways to shut them down. Kelsey explores privilege and equity, and illustrates the key differences between equality and equity and the importance of doing so. She also discusses key topics like identity, microaggressions, hiring practices, allyship, and inclusion best-practices. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:12:21
Inhalt: Creating a culture of accountability makes life at work easier. Accountability can help create a sense of ownership and autonomy, and can build up trust amongst the people you work with. However, being in a remote environment can make it harder to hold yourself, and others, accountable. In this course, business coach Mitch Simon shares his secrets for how to foster accountability in a virtual or remote environment. Mitch walks through the fundamentals of virtual accountability and the different types of accountability that exist. He then guides you through methods to help build and demonstrate accountability, as well as how to create the infrastructure for accountability to thrive. Finally, Mitch provides communication tips that can help you have more effective conversations that build trust and a culture of accountability. After this course, you may feel more empowered to hold yourself and those around you more accountable. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:57:28
Inhalt: Have you ever worked with someone who never seemed to miss a deadline and often got things done early? If yes, you've likely wondered what their secret is. In this course, creativity and productivity expert Samantha Bennett will demystify how these deadline masters operate. Sam discusses the psychology of deadlines, methods you can use to set a project or target for success, and how to create timelines that work. She goes over ways you can plan for when things go off course, then concludes with practical strategies to set expectations, communicate, collaborate, and get things done. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:00:03
Inhalt: As remote work has become the norm in today's workplaces, many workers now enjoy previously unheard-of levels of freedom and flexibility. However, these new benefits also come with new concerns and problems. Not only is it more difficult to connect with colleagues casually-much less create memorable interactions and experiences- it can be easy to feel like you're lost in the shuffle. In this course, Bianca Lager shows you how to stand out as a remote employee (for good reasons). Bianca starts with the basic logistics and tools you need for success, from organizing your workspace into a camera-ready environment, to making sure all your hardware and software functions as it should. She also shows how to create a plan, set proper boundaries, improve communications, deal with conflict, and improve your relationship with your manager. Finally, Bianca shares specific remote working tips for leaders and managers. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:45:02
Inhalt: Does anyone love meetings? Let's face it-meetings have a bad reputation, and we probably all know why. They can waste time, add confusion, and lack clear takeaways. The good news is that they don't have to be this way. In this course taught by creativity-productivity expert Samantha Bennett, Sam explains the various ways in which you can make meetings more impactful. She walks through how you can set a clear meeting purpose based on the stakeholders and the type of meeting, and how to get aligned on a direction and ensure all voices and perspectives are heard. She also imparts her rules for effective meetings, how to follow up, and how to hold folks accountable after your meeting. If you take the time to watch this course, you might just find yourself making more of your time in your next meeting. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:33:28
Inhalt: If your company is like most, your HR guidelines are outdated or on their way to being obsolete. Every HR professional must stay on top of the latest guidance to create a loyal and high-performing workforce. In this course, HR expert Amber Vanderburg shares powerful techniques to build, value, develop, and retain an incredible team. Listeners can learn what recruiting methods to use, how to interview candidates, and how to manage salary negotiations. Additionally, Amber explains how to create an amazing compensation package, cultivate cultures of continuous improvement, and provide powerful feedback. Finally, learn how to maintain healthy employee relations and manage tough conversations. This audio-only course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:05:21.00
Inhalt: To be an effective leader, you need to learn how to communicate clearly. In this course leadership expert Colleen Hauk shows you how to become a precise and powerful communicator. Colleen first explains how to set yourself up for success by knowing the basics and exploring emotional intelligence. She then provides guidance on creating a connection and tapping into the senses of your audience. She also shows how to engage in dialogue, remain curious, and align your communication to specific goals. Finally, Colleen shares tips on effective communication in different circumstances, from one-on-one meetings, to group discussions, and virtual meetings. Upon completing this course, you'll feel confident in your ability to communicate effectively as a leader. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:10:11
Inhalt: Navigating the working world as a woman leader is not for the faint-hearted. Female leaders are confronted with the complex challenges of navigating long-standing biases, as well as juggling the demands of work and life. In this course, executive coach and expert on workplace diversity and inclusion, Audrey Genevieve Daniels shares empowering and inspiring insights to show female leaders how to lead organizations with boldness and confidence. Drawing on her long experience leading organizations through change, Audrey shows female leaders how to use their stories as a motivational superpower to lead others and embrace the hurdles they overcame as a source of pride. She explains effective ways for women in leadership to be their own loudest cheerleaders and foster that positivity in their teams, and how to lead teams through a crisis with grace and strength and maneuver through the good and the bad with confidence, using obstacles as stepping stones to propel their leadership journeys. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:40:33
Inhalt: Data is an extremely valuable resource. But without study, it can't be used to create a data-informed strategy. Business analytics helps organizations leverage data to make better, more informed decisions. This course is a basic introduction that lays out the foundations of analytics in an easy-to-understand and engaging manner. Expert John David Ariansen explains why data is so powerful, what insights really matter, and how to use common analysis tools and techniques. Additionally, John David explores data source maps, database management, and all the various data sources that may be encountered. By the end of the course, you should have the skills necessary to start collecting, tracking, and analyzing a variety of data, including sales, marketing, and psychographic metrics. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:22:20.00
Inhalt: The world of data science is reshaping every business. There is no better time to learn it than now. In this Madecraft course, Python trainer and data scientist Lavanya Vijayan shares what data science is and how it differs from other information-focused disciplines. She then dives into the workflow-the life cycle of data science-and introduces the data scientist's toolset, from programming languages and specialized libraries to productivity tools like Jupyter Notebooks. In the following chapters, Lavanya focuses on practical techniques such as exploratory data analysis, data cleaning, and data visualization. Finally, learn about sampling, testing, and classification. By the end of the course, you will have the knowledge you need to perform basic data analysis and reporting, and unlock opportunities to accelerate your career in this exciting field. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:48:37.00
Inhalt: Social media never stands still and neither can a social media strategy. In this course, veteran marketer and Silicon Valley top voice Anke Audernaut demonstrates the most up-to-date approach businesses are using to find new customers and grow their brands. Learn how to plan a social media presence, properly participate on social media channels, and create a robust content plan. Additionally, Anke walks through how to build a following and manage customer interactions, and explores when and how to advertise. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:49:22.00
Inhalt: It's not too hard to write functional code in Java. But to take advantage of its object-oriented features, it requires a leap in understanding. If you're ready to take your Java skills to the next level, join engineer and Java expert June Clark in this course. Brush up on the details of objects, and then how to leverage advanced concepts such as inheritance, polymorphism, and encapsulation to build more sophisticated and efficient web projects. June reviews getters and setters and static methods, and shows how to document your code with UML. By the end of this course, you'll have the confidence and skills to go build great things with Java. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:05:36.00
Inhalt: If you're not providing timely and effective feedback, you are not being the best leader that you can be. In this course, leadership expert Linda Croyle explains how to give feedback that delivers results. Linda covers what makes feedback unique, why it's important, and why it can be so difficult. She discusses the brain science of feedback, including how our brains learn and why we are wired to connect to each other. Linda describes communication patterns in feedback and how to identify your own patterns and clearly understand others' patterns. She goes into how to avoid bias in your feedback and how feedback can help you improve solid relationships, become an effective advocate, and build trust. She concludes with helpful tips on how you can give and receive feedback correctly. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:21:14
Inhalt: Leveraging and growing your own strengths can help you fulfill your greatest potential. In this course, leadership and development strategist Halelly Azulay coaches you on how to find and maximize your strengths to become an indispensable, high-value player. Gain techniques for identifying your core strengths, tips for avoiding common blind spots related to your strengths, and four different approaches to getting unstuck in a strengthless job. Learn how to articulate your strengths to your team and start playing to your strengths immediately. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:10:23
Inhalt: The ability to apply machine learning algorithms is an important part of a data scientist's skill set. scikit-learn is a popular open-source Python library that offers user-friendly and efficient versions of common machine learning algorithms. In this course, data scientist Michael Galarnyk explains how to use scikit-learn for supervised and unsupervised machine learning. Michael reviews the benefits of this easy-to-use API and then quickly segues to practical techniques, starting with linear and logistic regression, decision trees, and random forest models. In chapter three, he covers unsupervised learning techniques such as K-means clustering and principal component analysis (PCA). Plus, learn how to create scikit-learn pipelines to make your code cleaner and more resilient to bugs. By the end of the course, you'll be able to understand the strengths and weaknesses of each scikit-learn algorithm and build better, more efficient machine learning models. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 00:43:57
Inhalt: When it comes to productivity, a lot of attention is given to task management, time management, and routines. But being these tools only work if you energy is properly managed. In this course, listeners can learn why maximizing their energy and time is crucial to improving efficiency. Mike Vardy, a popular productivity expert, explains how productivity falls victim to energy and what to do about it. Discover how to understand your body clock, evaluate prime and low time, map tasks to energy levels, and more. This audio-only course was created by Madecraft. We are pleased to host this content in our library. Umfang: 00:35:06.00
Inhalt: Building machine learning models can be an exciting process. But oftentimes, data scientists find themselves dealing with errors, bad output, and a host of other issues that can slow their progress. In this fast-paced course, get expert tips on how to avoid some of the most common mistakes data scientists make when building machine learning models. Instructor Brett Vanderblock, the lead data scientist at Patagonia, shares his expertise to help you fine-tune your machine learning workflow. From working with bad data, to overfitting, to not getting feedback, there's lots to learn. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:39:50
Inhalt: Whether you're starting a new job, joining a new team, or working towards a promotion, there are key mistakes that can prevent you from moving forward in your career. Julie Nisbet outlines 21 of the top workplace mistakes-and simple ways to avoid these blunders. Learn how to present yourself in a professional manner, ask better questions, use technology wisely, and advance your career. Each tip helps you recognize and avoid these toxic and self-destructive behaviors and start putting proactive and positive habits into place. By the end of the course, you'll have the skills and resources you need to get out of your own way and become the in-demand professional that employers want working on their teams. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 00:21:59
Inhalt: If you've ever felt like you're being too hard on yourself, you might be familiar with the concept of perfectionism. In this course taught by neuropsychologist and author Nicole Tetreault, Nicole teaches you to embrace your perfectionist tendencies and release the need to feel perfect. She first shares some definitions and strategies to identify any perfectionist inclinations you may have, then reviews some key mindset shifts to adjust perspective and use mistakes to your advantage. Nicole also covers the various types of perfectionism, and the point at which perfectionism can become unhealthy. She guides you through the notion of perfection paralysis, and how you can recognize when your perfectionist tendencies may be taking over. Finally, Nicole imparts proven strategies to help overcome perfectionism in the long term. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:52:15
Inhalt: Rejections force you to grow. Every rejection brings you one step closer to the right opportunity. Award-winning marketer and best-selling author Sam Bennett draws on her insights to help you find the opportunity in rejection, sharing tips on how to overcome your setbacks with grace. Follow Sam's five-step program to learn how to get more comfortable with failure and reduce your emotional attachment to disappointment. Master the power of perspective, not only to ease the blow of rejection, but to guide you down the path that helps you accomplish your dreams. Reframe rejection as an opportunity for self-improvement, employing surefire methods that help you balance out negative self-talk. Align your next opportunity with your values to change not just where you're going but where you are right now. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:55:14
Inhalt: As a data expert using Microsoft Power BI, your goal is to always be growing your skills. In this course, instructor John David Ariansen helps grow your skills by learning mistakes to avoid. First, John introduces you to a few challenges of Power BI. He shows you how to become a systems thinker, improve your analysis skills, and use visualization effectively. He emphasizes the importance of pulling in the right amount of data, eliminating extra steps, profiling your data sources, and removing unnecessary data. John teaches you how to use lookup tables and a star schema. Then he goes over why you need to eliminate two-way relationships when modeling and what you should do instead. He discusses creating visualizations from time series data and how to use groups, slicers, and custom tooltips effectively. He steps you through conducting a Top-N analysis, then concludes by explaining how to use the right amount of color. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:59:45
Inhalt: You don't need a dedicated team to unlock insights into your data. All you need is Power BI. Power BI is a powerful data analytics tool that is streamlining the way business works with data. In this course, instructor John David Ariansen teaches the essential skills you need to analyze data effectively with Power BI. Explore the difference between Power BI Desktop and the Power BI service. Learn key skills, such as importing data, manipulating data, managing relationships, working with Data Analysis Expressions (DAX), and building visualizations and reports. After watching this course, you can feel confident using Power BI for all your business intelligence and reporting needs. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:00:52.00
Inhalt: One of the biggest threats to your personal information is a lack of cybersecurity. The same rings true for organizations that need to protect their data. This course offers you a strong understanding of what you can do as an individual contributor to help keep your organization's data safe. In this course, Chief Information Security Officer and tenured security leader Cassio Goldschmidt shares his guidelines for protecting your information and that of your organization. Cassio goes over processes for identifying data that needs to be protected, as well as classifying and sorting data most effectively. He explains data processing, including how to address some common mistakes and remove processing bias. Cassio provides a detailed look into privacy policies, training, and breaches, as well as sharing proven strategies to manage privacy risks. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:12:23
Inhalt: When you know your priorities, you can make better and quicker decisions that will take your projects-and your career-to the next level. Mike Vardy, a seasoned productivity expert, shares his unique method of instantly unlocking productivity at work: by prioritizing tasks and working on the right things at the right time. Gain an understanding of what prioritization really means, how to really understand what's important, and how priorities create clarity. Additionally, you can learn to create an attention path that is meaningful to you-whether it's looking at goals, energy, activity, or time availability. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 00:48:31.00
Inhalt: Do you truly understand how to provide great customer service? In this audio-only course from customer service expert Elaine Harris, she details how to serve your customers with excellent service. Elaine explains how to better understand customers and the high cost of losing a customer. She also speaks about managing perceptions and expectations of customers in order to exceed them. Finally, Elaine covers values and ethics in customer service and how you and your organization can take a customer-centric approach. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:14:16
Inhalt: Whether you're a master in Python or you're still learning, chances are you're making simple mistakes that cost you time and productivity. In this course, learn about the most common mistakes that data scientists make while using Python, as well as how to avoid these missteps in your own work. Discover issues to avoid in the area of coding practices, such as giving objects vague names. Learn about mistakes that developers make when structuring code, including creating circular dependencies. Plus, explore common missteps developers make when handling data and working on machine learning projects. By the end of this course, you'll be equipped with a list of tools, strategies, and best practices to improve your effectiveness when working with data in Python. Umfang: 00:47:24
Inhalt: Data visualization is incredibly important for data scientists, as it helps them communicate their insights to nontechnical peers. But you don't need to be a design pro. Python is a popular, easy-to-use programming language that offers a number of libraries specifically built for data visualization. In this course from the experts at Madecraft, you can learn how to build accurate, engaging, and easy-to-generate charts and graphs using Python. Explore the pandas and Matplotlib libraries, and then discover how to load and clean data sets and create simple and advanced plots, including heatmaps, histograms, and subplots. Instructor Michael Galarnyk provides all the instruction you need to create professional data visualizations through programming. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:21:28.00
Inhalt: Take your marketing analytics to the next level with Python. The features that make Python so useful for data scientists are the same ones that marketers can use to better understand their customers, product performance, competition, and marketplace. In this course from Madecraft, you can learn how to use Python to improve marketing at your business. Discover how to import and clean data from sources like Google Analytics and Facebook, merge data sets, create detailed visualizations, analyze time series data, and build custom metrics and alerts for your marketing activities. Instructor Nick Duddy shows how to combine these techniques-and helpful Python libraries like Pandas and Seaborn-to conduct market analysis, predict consumer behavior, assess the competition, monitor market trends, and more. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:44:18.00
Inhalt: There is no better time to learn Python than when you are young. Python is a powerful language for automation, game development, and web programming, and a great choice if you're just starting to learn how to write code. The skills you learn in Python can translate C++, Ruby, and JavaScript. In this course-designed specifically for high-school and college-age students-you can learn how to use Python at an introductory level. Explore variables and functions, calculations, if-else statements, loops, and lists, and then build a complete Python project. Plus, find out where to go to learn more and how to join the Python community. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:08:21.00
Inhalt: Functions are a core building block of programming and working with data and an essential approach to making code more readable and reusable. In this course, discover how to save time and enhance your code using common functions for data science projects. Explore fundamental built-in Python functions for data science, as well as more advanced built-in functions such as the filter function in Python. Learn how to leverage functions from the NumPy and SciPy libraries to manipulate numerical data and perform statistical operations. Learn how to store, modify, and group data efficiently using functions from the pandas library. Get tips on using functions from the Matplotlib and Seaborn libraries for data visualization. Plus, get insights into common pitfalls and mistakes developers make when using functions as part of a data science initiative. Umfang: 01:30:57
Inhalt: Get a fast-paced introduction to Python. In this course, you can learn what Python is and why it's become such a powerful and in-demand programming language. Python expert and trainer Lavanya Vijayan shares the fundamentals of programming in Python with data types, variables, functions, sequences, conditional statements, iteration, and recursion. The course concludes with a short introduction to object-oriented programming in Python. Learning a new programming language shouldn't be hard; with this course, you can learn the basics you need to become proficient in Python, and decide if it's the right language for your projects. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:36:28.00
Inhalt: So often in life, when faced with a roadblock or difficult decision, we believe we only have two choices. Stay or go? Win or lose? Right or wrong? But what if the reason solutions seem so elusive is because you're looking at the problem from the wrong perspective? Tricky situations are thrown at us all the time, and in this course, executive coach Lia Garvin explains the power of reframing these challenges. Lia shares how changing your perspective can reveal more possibilities and solutions than ever before, and even help you better understand others. She explores reframing across common workplace scenarios, details how to reframe goals, provides guidance to take feedback in a productive way, and advises how you can deal with the common habits of self-criticism and comparison. By the end of the course, you'll start to see how changing perspectives can introduce new paths you never thought possible before. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:02:35
Inhalt: As a leader, you have a lot on your plate. Working effectively with other leaders and managers in your organization can really help you manage your own workload. In this course, leadership and workplace effectiveness expert Dr. Eric Zackrison unlocks the secrets of how effective teams of leaders work together. Eric covers the dynamics of teams of leaders, methods to build and foster strong leadership teams, and strategies to keep leaders engaged. He steps you through how to build a strong foundation for working more meaningfully with others at the leadership level. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:40:08
Inhalt: Self-awareness is the secret sauce you can use in achieving success in your career and relationships. It ties into your ability to be confident, exhibit emotional intelligence, and demonstrate understanding, and it is a skill that you can practice and develop. In this course, executive coach Dr. Joel Pérez explains what self-awareness is, what obstacles may challenge you in building self-awareness, and how to overcome those obstacles. He concludes with a detailed discussion of several ways that self-awareness can benefit your life, including personal improvement, communication, stress management, and more. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:53:09
Inhalt: Creating and owning a strong personal brand is one of the best things you can do for yourself. It's the pathway for greater visibility and a better career. Learn how to transform your personal brand through a step-by-step process from LinkedIn top voice Goldie Chan. Whether you're inside a traditional company, or an entrepreneur building the next big thing, Goldie shares tactical steps and strategies to create and amplify a personal brand. Discover how to overcome impostor syndrome and differentiate yourself, and then craft and share a powerful brand story. Goldie also provides tips to select mentors to champion your brand, share your brand across many platforms, and live your brand every day, from simple daily interactions to unique networking and volunteering opportunities. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:33:48.00
Inhalt: Effective feedback can enhance your employees' efficiency and overall performance in the workplace. That's why it's important to know how to craft feedback to reap these benefits. In this course, instructor Amber Vanderburg, an expert in business and management, helps you develop the necessary skills for clear feedback communication. Follow along as Amber explains the purpose and qualities of great feedback, how to receive feedback yourself, and the correct ways to confront a variety of unprofessional behaviors. Plus, get tips for determining how often to give feedback, as well as how to foster a culture of feedback ownership. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:15:28
Inhalt: Take your analysis skills to the next level. Power BI is a powerful data analytics tool that is streamlining the way business works with data. In this course, you can learn how to combine the power of a familiar tool, Microsoft Excel, with all the potential offered by Power BI. Discover how to conduct power pivots, import data, clean and shape data, as well as model data, perform calculations with Data Analysis Expressions (DAX), and visualize data with the variety of built-in charts and graphs in Power BI. Plus, explore a great primer on PivotTables and PivotCharts. By the end of this course, you will be equipped with new skills to take your data analysis to the next level. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 00:48:19.00
Inhalt: Python is the world''s fastest growing programming language. It''s a powerful tool that is helping to streamline development and data science. In this course from Madecraft, you can learn how to combine the power of the Python language with the data analysis and reporting tools in Microsoft Excel. Discover how to leverage the pandas and openpyxl libraries to inspect, filter, clean, and convert data and how to build solid reports that help businesses take action. Discover how to work with large amounts of data that would be unmanageable in Excel alone. By the end of this course, viewers will learn how this combination of tools can lead businesses to better insights than ever before. This course was created by Madecraft. We are pleased to host this content in our library. Umfang: 01:22:17.00
Inhalt: Tableau is a powerful data visualization tool, with many uses in business. In this course, data analytics expert John David Ariansen shows you how to use Tableau effectively for uncovering powerful data insights. John David defines what data visualization is and explains the main functions of Tableau. He shares how to connect to data in Tableau, by connecting live or extracting the data sources. John David goes into how to manipulate data in Tableau to build visualizations. He covers each type of visualization and how each type is built. John David describes how to export and share data insights. He explains several concepts in Tableau, such as dimensions and measures, differences between discrete and continuous, aggregations, and timeliness. The course ends with a great list of forums and resources where you can continue your learning journey. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 01:58:17
Inhalt: In this course, instructor Sam Bennett shows you how to write great emails that'll leave a positive impression. First, Sam explains that being both personal and direct contributes to a high ROI, no matter who your recipient is. She goes over how to utilize the basic types of emails: inquiry, transactional or informational, and marketing or sales. She steps you through how to write engaging yet clear emails that grab your customer's attention and keep it. Sam teaches you what makes a good story work and what will convert prospects to customers. She walks you through best practices to make sure your emails get read at the right time by the right people and how to craft a relevant call to action. She shows you how you can reuse emails as blog posts, social media posts, and even compiled as ebooks. Sam concludes by discussing how to leverage email content to improve your FAQ and About US pages. This course was created by Madecraft. We are pleased to host this training in our library. Umfang: 00:57:55
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