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Data Science Master Training
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Session 1 - Statistics
Session Video - Statistics - Part A (112:31)
Session Video - Statistics - Part B (88:25)
Quiz
Session 2 - R
Session Video - R - Part A (116:14)
Session Video - R - Part B (73:37)
Session 3 - Python
Session Video - Python - Part A (123:01)
Session Video - Python - Part B (52:30)
Session Video - Python - Part C (124:12)
Session Video - Python - Part D (119:32)
Session Video - Python - Part E (126:07)
Session 4 - Machine Learning
Session Video - Machine Learning - Part A (131:14)
Session Video - Machine Learning - Part B (58:53)
Session Video - Machine Learning - Part C (114:34)
Session Video - Machine Learning - Part D (96:48)
Session Video - Machine Learning - Part E (121:04)
Session Video - Machine Learning - Part F (55:56)
Session Video - Machine Learning - Part G (59:57)
Session Video - Machine Learning - Part H (55:56)
Session Video - Machine Learning - Part I (67:48)
Assesments
Assessment 1 - Introduction to Data Science
Assessment 2 - Introduction to R
Assessment 3 - Introduction to Python
Assessment 4 - Python Basic Constructs
Assessment 5 - SQL Database
Assessment 6 - Basic and Advanced Statistics
Assessment 7 - Data Extraction, Wrangling and Exploration
Assessment 8 - Introduction to Machine Learning
Assessment 9 - Supervised Learning
Assessment 10 - Decision Trees
Assessment 11 - Random Forest
Assessment 12 - Clustering
Assignments
Assignment 1 - Introduction to Data Science
Assignment 2 - Introduction to R
Assignment 3 - Introduction to Python
Assignment 4 - Python Basic Constructs
Assignment 5 - SQL Database
Assignment 6 - Basic Advanced Statistics
Assignment 7 - Data Extraction, Wrangling Exploration
Assignment 8 - Introduction to Machine Learning
Assignment 9 - Supervised Learning
Assignment 10 - Decision Trees
Assignment 11 - Random Forest
Assignment 12 - Clustering
Assignment 13 - Deep Learning
Assignment 14 - Neural Networks
Assignment 15 - Reinforcement Learning
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Session Video - R - Part A
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