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S01 Understand The Project Life Cycle

1h 46m 9s

S02 Descriptive Statistics

1h 26m 8s

S03 Python Basics

56m 55s

S04 Python: Control Structures & Functions

1h 14m 35s

S05 Python Libraries – EDA

1h 11m 52s

S06 ML: Simple Linear Regression

1h 27m 32s

S07 ML: Multiple Linear Regression

1h 14m 44s

S08 Classification Algorithms

1h 29m 12s

S09 Model Evaluation Techniques & ML Pipeline Overview

1h 9m 41s

S10 ML: Data Partition

1h 15m 31s

S11 ML: Decision Trees, Ensemble Methods

1h 19m 47s

S12 ML Cluster Analysis

1h 15m 23s

S13 ML: Principal Component Analysis

1h 21m 2s

S14 ML: Support Vector Machine

1h 6m 42s

S15

39m 2s

S16 NLP: Basics

1h 21m 47s

S17 NLP Sentiment Analysis

1h 10m 53s

S18 Deep Learning P1

1h 25m 37s

S19 Deep Learning P2

45m 46s

S20 Deep Learning P3

1h 16m 34s