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PYTHON MPIDS 202202
58 STUDENTS ENROLLED
Course Curriculum
| SESSION-1 INTRODUCTION | |||
| INTRO TO CLASS ROOM COLAB Details | 00:00:00 | ||
| GETTING STARTED WITH PYTHON Details | 00:00:00 | ||
| ML TOPIC | |||
| ML TOPIC1 Details | 00:00:00 | ||
| ML_TOPIC2 DATA CLEANING | |||
| DATA CLEANING Details | 00:00:00 | ||
| SESSION-2 BASIC PYTHON | |||
| BASIC PYTHON Details | 00:00:00 | ||
| SESSION-3 PYTHON FUNCTION & CLASSES | |||
| PYTHON FUNCTION AND CLASSES Details | 00:00:00 | ||
| PANDAS FOR DATA MANIPULATION | |||
| DATA MANIPULATION Details | 00:00:00 | ||
| ML TOPIC-3 REGRESSION | |||
| REGRESSION PART-1 Details | 00:00:00 | ||
| ML TOPIC-4 LOGISTIC REGRESSION | |||
| LOGISTIC REGRESSION Details | 00:00:00 | ||
| DATA CLEANING ASSIGNMENT3 DISCUSSION | |||
| DATA CLEANING DISCUSSION Details | 00:00:00 | ||
| ML TOPIC-5 DECISION TREE | |||
| DECISION TREE Details | 00:00:00 | ||
| ASSIGNMENT-1 DATA MANIPULATION | |||
| ASSIGNMENT FOR DATA MANIPULATION Details | 00:00:00 | ||
| ML TOPIC-6 RANDOM FOREST | |||
| RANDOM FOREST Details | 00:00:00 | ||
| ML TOPIC-7 BOOSTING | |||
| BOOSTING Details | 00:00:00 | ||
| ML TOPIC-8 FEATURE ENGINEERING | |||
| FEATURE ENGINEERING Details | 00:00:00 | ||
| ML TOPIC-9 MODEL SELECTION AND CROSS VALIDATION | |||
| MODEL SELECTION AND CROSS VALIDATION Details | 00:00:00 | ||
| ML TOPIC-10 NLP PRE PROCESSING | |||
| NLP PRE PROCESSING Details | 00:00:00 | ||
| ML TOPIC-11 SENTIMENT ANALYSIS | |||
| SENTIMENT ANALYSIS Details | 00:00:00 | ||
| ML TOPIC 12 DRIVER ANALYSIS | |||
| DRIVER ANALYSIS Details | 00:00:00 | ||
| ML TOPIC-13 TESTING OF HYPOTHESIS | |||
| TESTING OF HYPOTHESIS Details | 00:00:00 | ||
