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 |