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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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
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