Section 1 : Introduction

 		Lecture 1 Introduction 0:33
Lecture 2 What you should know

Section 2 : Loading Data and Visualizations

 		Lecture 3 Loading data 6:36
Lecture 4 Line plots 3:27
Lecture 5 Resampling data 3:37
Lecture 6 Candlestick plot from scratch 6:33
Lecture 7 Challenge Candlestick plot for 2019
Lecture 8 Solution Candlestick plot for 2019 2:58

Section 3 : Calculations

 		Lecture 9 Returns
Lecture 10 Plotting returns
Lecture 11 Cumulative returns 8:7
Lecture 12 Volatility 7:19
Lecture 13 Challenge Plotting 30-day volatility 0:21
Lecture 14 Solution Plotting 30-day volatility 3:43

Section 4 : Rolling Windows

 		Lecture 15 Creating moving averages 4:38
Lecture 16 Plotting moving averages 4:4
Lecture 17 Challenge Exponential moving average 0:57
Lecture 18 Solution Exponential moving average 5:6

Section 5 : Technical Analysis

 		Lecture 19 OBV 9:42
Lecture 20 Accumulation distribution indicator 4:10
Lecture 21 Challenge RSI
Lecture 22 Basic solution RSI 7:0
Lecture 23 Optimized solution RSI 5:15