Data Science Foundation
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- What is Data? (1:57)
- Types of Data (3:28)
- Types of Data Sources (4:04)
- Common Data Storage Units of Measurement (1:38)
- Characteristics of Data (1:54)
- Quiz
- Introduction to Artificial Intelligence and Data Science (5:25)
- Need of AI – ML in Business (5:12)
- Applications of Data Science in Business (4:34)
- Quiz
- Dimensionality Reduction – Feature Selection Techniques (5:32)
- Dimensionality Reduction - Feature Extraction (3:03)
- Introduction to Feature Engineering (6:17)
- Outlier Detection and Treatment (4:17)
- Types of Analytics (4:39)
- Quiz
Data Science Process
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Statistics in Data Science
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Languages for Data Science
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Python Programming
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R Programming
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Introduction to Machine Learning
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Supervised Machine Learning
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Ensemble Learning
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Unsupervised Machine Learning
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Feedback
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Featured Courses
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