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PYTHON ADA 202205
18 STUDENTS ENROLLED
Course Curriculum
SESSION-1 INTRODUCTION | |||
INTRO TO GOOGLE CLASS ROOM AND COLAB Details | 00:00:00 | ||
PYTHON ML BASIC Details | 00:00:00 | ||
PYTHON ML BASIC-2 Details | 00:00:00 | ||
ML TOPIC-1 BASIC STATISTIC | |||
BASIC STATISTIC Details | 00:00:00 | ||
SESSION-3 INTERMEDIATE PYTHON FUNCTIONS AND CLASSES | |||
INTERMEDIATE PYTHON FUNCTIONS AND CLASSES Details | 00:00:00 | ||
ML TOPIC-2 DATA EXPLORATION VALIDATION AND CLEANING | |||
DATA EXPLORATION VALIDATION AND CLEANING Details | 00:00:00 | ||
SESSION-3 DATA MANIPULATION WITH PANDAS | |||
DATA MANIPULATION WITH PANDAS Details | 00:00:00 | ||
ML TOPIC-3 GETTING STARTED WITH ML PROJECT | |||
GETTING STARTED WITH ML PROJECT Details | 00:00:00 | ||
ML TOPIC-4 REGRESSION ANALYSIS | |||
REGRESSION ANALYSIS Details | 00:00:00 | ||
ML TOPIC-5 LOGISTIC REGRESSION | |||
LOGISTIC REGRESSION Details | 00:00:00 | ||
ML TOPIC-6 DECISION TREES | |||
DECISION TREES Details | 00:00:00 | ||
ML TOPIC-7 MODEL SELECTION AND CROSS VALIDATION | |||
MODEL SELECTION AND CROSS VALIDATION Details | 00:00:00 | ||
ML TOPIC-7 FEATURE ENGINEERING | |||
FEATURE ENGINEERING Details | 00:00:00 | ||
ML AND DL PROJECT | |||
DATA CLEANING 1D Details | 00:00:00 | ||
DEALING WITH CATEGORICAL VARIABLE Details | 00:00:00 | ||
ML TOPIC-9 RANDOM FOREST | |||
RANDOM FOREST Details | 00:00:00 | ||
ML TOPIC-10 BOOSTING | |||
BOOSTING Details | 00:00:00 | ||
ML TOPIC-11 NLP DATA PREPROCESSING | |||
NLP DATA PREPROCESSING Details | 00:00:00 | ||
ML TOPIC-12 SENTIMENT ANALYSIS | |||
SENTIMENT ANALYSIS Details | 00:00:00 |