Inhalt: There is an increasing recognition that data science needs to go beyond small-scale experimentation to a large-scale implementation. In this course, Neelam Dwivedi brings software engineering and data mining methodologies to data scientists, then applies these ideas by taking a simple business need through an entire life cycle-hosting a model, consuming it in a web application, and setting up its CI/CD pipeline. Neelam begins by explaining the methodologies used in the course and how they are combined. She shows you where to begin in developing architecture and deploying a model, then explains how larger web applications may consume the model as a service. Neelam covers how to stage your model and the app, as well as how to plan ahead with an overall roadmap. She concludes with thoughts on how to further applications of data science methodologies. Umfang: 01:49:17
Inhalt: Learn how to develop more dynamic, responsive applications with JavaFX, the next generation of GUI development for Java. In this course, instructor Neelam Dwivedi goes over the kinds of applications that JavaFX properties, JavaBeans, and bindings can help you construct, demonstrating how the MVC pattern can be implemented with data that changes dynamically with the UI. Using the javafx.beans library, Neelam shows how to create two applications: a BMI calculator and a shopping cart program. As she steps through the development of these simple apps, she lends a real-world context to the key concepts covered in this course. Umfang: 01:39:45.00
Inhalt: Programmers shouldn't have to guess whether software is working correctly. They should be able to prove it, every step of the way. A formal test-driven development (TDD) process allows you to build testing into your daily routine. You can run tests many times a day, getting instant feedback on the quality of your code. This course explains how to adopt a TDD mindset and process-vital skills for all modern software developers. Find out what makes a good test, why you should be more interested in failure than success, and how to measure and repeatedly run tests. Then explore the jargon: test suites, test harnesses, mock and stub objects, and more. Finally, look at how TDD is used in the most common programming languages and environments and what tools and frameworks exist to help you succeed. Instructor Neelam Dwivedi tackles each topic from a programmer's perspective, emphasizing the time and cost savings that a good TDD workflow can provide. Umfang: 01:41:35.00
Inhalt: Getting the requirements right in software development is half the battle. In this course, instructor Neelam Dwivedi delves into the techniques and tools needed to win that battle. Neelam reviews the different types of requirements and how to divide your requirement development process into phases. She covers how to elicit, specify, analyze, and validate product requirements, sharing challenges along the way that help you grasp how these phases work in real-world projects. Plus, she shares techniques for estimating effort for requirements, as well as how to minimize or mitigate project risk by working iteratively on high-risk requirements first. Umfang: 01:45:04.00
Inhalt: Follow along with the full life-cycle implementation of a software project. This course takes you from requirements development to modeling, design, coding, and testing. It features a small-scale web application project that realistically depicts the workflow and challenges of a typical software development project. Instructor Neelam Dwivedi brings together the most important concepts, tools, and techniques that developers need to know, including requirements elicitation and validation, proof of concept modeling, best practices for beta deployment, and refactoring. By the end of the course, you'll understand the reality of software engineering-beyond writing code-and know how to effectively structure and manage projects as a team. Umfang: 01:54:57.00
Inhalt: Modeling with the Unified Modeling Language (UML)-a visual design language for object-oriented programming-is a critical skill for all team members in a software development project. These models are a cost-effective way for collaborators to analyze, communicate, and document their product's characteristics. In this course, learn how to use UML diagrams to create important artifacts at each stage of the software development life cycle. Instructor Neelam Dwivedi shares best practices and tools as she goes over 13 different types of UML models, explaining what you need to know to develop static and dynamic models of software systems. Umfang: 01:41:48.00
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