Recreate the Data Science Expertise through Online Resources
Contents
Complete one course from each category
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Fundamental
- Introduction to Big Data – University of California, San Diego
- The Data Scientist ToolBox – Johns Hopkins University
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Programming Language
- An Introduction to Interactive Programming in Python – Rice University
- Applied Data Science with Python Specialization – University of Michigan
- R Programming – Johns Hopkins University
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Data Analysis
- Business Metrics for Data – Driven Companies – Duke University
- Data Analysis Tools – Wesleyan University
- Mastering Data Analysis in Excel – Duke University
- EXCEL – Sumit ki Pathshala
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Data Visualization
- Getting Started with PowerBiDesktop – Amit Yadav, Coursera Project Network
- Data Visualization and Communication with Tableau – Duke University
- Data Visualization – University of Illinois at Urbana Champaign
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Machine Learning
- Machine Learning – Andrew Ng, Stanford University
- Applied Machine Learning in Python – University of Michigan
- Recommender System – University of Minnesota
- Regression Models – Johns Hopkins University
- Neural Networks & Deep Learning – Andrew Ng, deeplearning.ai