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Session 1 - Statistics
Session 3 - Python
Session 4 - Machine Learning
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Session Video - Machine Learning - Part A (131:14)
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Session Video - Machine Learning - Part B (58:53)
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Session Video - Machine Learning - Part C (114:34)
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Session Video - Machine Learning - Part D (96:48)
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Session Video - Machine Learning - Part E (121:04)
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Session Video - Machine Learning - Part F (55:56)
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Session Video - Machine Learning - Part G (59:57)
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Session Video - Machine Learning - Part H (55:56)
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Session Video - Machine Learning - Part I (67:48)
Assesments
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Assessment 1 - Introduction to Data Science
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Assessment 2 - Introduction to R
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Assessment 3 - Introduction to Python
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Assessment 4 - Python Basic Constructs
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Assessment 5 - SQL Database
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Assessment 6 - Basic and Advanced Statistics
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Assessment 7 - Data Extraction, Wrangling and Exploration
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Assessment 8 - Introduction to Machine Learning
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Assessment 9 - Supervised Learning
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Assessment 10 - Decision Trees
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Assessment 11 - Random Forest
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Assessment 12 - Clustering
Assignments
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Assignment 1 - Introduction to Data Science
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Assignment 2 - Introduction to R
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Assignment 3 - Introduction to Python
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Assignment 4 - Python Basic Constructs
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Assignment 5 - SQL Database
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Assignment 6 - Basic Advanced Statistics
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Assignment 7 - Data Extraction, Wrangling Exploration
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Assignment 8 - Introduction to Machine Learning
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Assignment 9 - Supervised Learning
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Assignment 10 - Decision Trees
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Assignment 11 - Random Forest
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Assignment 12 - Clustering
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Assignment 13 - Deep Learning
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Assignment 14 - Neural Networks
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Assignment 15 - Reinforcement Learning
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