Overview Get a basic introduction to the careers, tools, and techniques of modern data science. Syllabus Introduction 1. What Is Data Science? 2. The Place of Data Science in the Data Universe 3. Ethics and Agency 4. Sources of Data 5. Sources of Rules 6. Tools for Data Science 7. Mathematics for Data Science 8. …
Overview Get an introduction to data science designed for people who aren’t planning on being full-time data scientists. Learn the basics of gathering and analyzing big data. Syllabus Introduction 1. What Is Data Science? 2. Working with Databases 3. Recognizing Different Data Types 4. Applying Statistical Analysis 5. Avoiding PitfallsConclusion
Overview Learn everything you need to know to analyze and display data using Tableau Desktop—and make better, more data-driven decisions for your company. Syllabus Introduction 1. Introducing Tableau 2. Managing Data Sources and Visualizations 3. Managing Tableau Worksheets and Workbooks 4. Creating Custom Calculations and Fields 5. Analyzing Data Using Statistical Tools 6. Sorting and …
Overview Learn how to ensure your data science stories engage your stakeholders and drives results. Syllabus Introduction 1. Understand Stories 2. Include Key Story Elements 3. Engage the Audience 4. Use Data Visuals 5. Encourage Action 6. Practice CautionConclusion
Overview Learn how anyone, in any industry, can speak the language of data analysis. Find out how to prepare data, explore it visually, and describe it using statistical methods. Syllabus Introduction 1. Think with Data 2. Prepare Data 3. Explore Data 4. Describe Data Conclusion
Overview Start thinking more clearly and strategically about data visualization. Learn how to leverage best practices in visualization and design to communicate data to any audience. Syllabus Introduction 1. Why 2. Visual Communication in 12 Easy Lessons 3. In Practice Conclusion
Overview This course covers foundational data analysis skills such as thinking like an analyst, gathering useful data, SQL queries, data cleaning, and more. Are you ready to be an analyst? Syllabus Introduction 1. Getting Started with Data Analysis 2. Fundamentals of Data Understanding 3. Key Elements to Understand when Starting Data Analysis 4. Getting Started …
Overview Discover how to leverage R, Python, and Tableau to gain robust insights from large data sets. Syllabus Introduction 1. Software Installation 2. Data, Exploratory Analysis, and Performance Analysis 3. Inference and Regression Analysis 4. Prediction 5. Cluster Analysis 6. Conjoint Analysis 7. Best Practices Conclusion
Overview Discover the basics of big data with a data science expert. Learn about how to perform core data engineering tasks including staging, profiling, cleansing, and migrating data. Syllabus Introduction 1. Ecosystem Overview 2. Staging Data 3. Cleansing Data 4. Conforming Data 5. Delivering Analytical Data Sets Conclusion
Overview Meet Delphi Bracketology, a high school club that uses data science to generate highly accurate March Madness brackets. See amateurs turn into formidable bracketologists. Syllabus Documentary
