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Python Crypto Trading Strategies
00 Course overview - Python Crypto Trading Strategies
00 Course Overview - Python Crypto Trading Strategies (4:39)
00b Introduction to the Stock Market
01 What Do Day Traders Trade (9:45)
02 What Is Volatility And Standard Deviation (3:33)
03 What Are The Best Assets To Day Trade (4:53)
04 Strategies For Stock Market Trading (2:37)
06 Stock Market Indicators (1:56)
07 Stock Market Lifecycle Trend Phases (2:20)
Source Files
00e Introduction to Data Science with NumPy Python Library - 00. Introduction
01. Introduction (2:34)
01. Numpy Arrays
01 Creating And Reshaping Numpy Arrays (21:04)
02 Creating Standard Numpy Arrays (21:05)
03 Creating Standard 2D Arrays (13:52)
04 Attributes On Numpy Arrays (19:09)
05 Resizing Arrays (13:19)
02. Manipulating Numpy Arrays
01 Writing An Array To File And Formating Strings (28:30)
02 Random Numbers (18:09)
03 Sorting In Numpy (22:56)
03. Calculations and Math
01 Calculations Within Numpy Arrays (22:30)
02 Math Functions With Numpy (22:56)
03 Integrating With Numpy (21:55)
04 Statistics With Numpy (20:39)
05 Polynomials (21:06)
06 Polynomials (Cont'd) (19:47)
00d Introduction to DataFrames with Pandas Python Library - 00. Setup
00. Setting Up Pandas (2:24)
01. Datastructures
01. Creating A Dataframe (22:42)
02. Sorting And Series (19:19)
03. Expanding A Dataframe (17:14)
02. Manipulating DataFrames
01 Getting Values And Dealing With Nan Values (21:29)
02 Dropping Rows And Columns (23:57)
03. Reading and Writing Data
01 Reading From Csv (19:40)
02 Writing To Csv (20:41)
04. Analytical Approaches to Data
01 Starting With An Analysis (21:22)
02 Locating Data By Labels (20:16)
03 Statistical Description Of Data (19:50)
04 Histogram Plots In Pandas (21:56)
05 Starting An Analysis Of All Our Data (21:12)
06 Continuing An Analysis Of All Our Data (16:52)
04 Simple Moving Averages Trading Strategy
00 Backtesting Simple Moving Averages Explained (2:05)
01 Load Data For Backtesting Sma With Vectorbt (3:20)
02 Build Trading Strategies With Vectorbt (3:40)
03 Simulate Portfolio With Vectorbt (3:41)
04 Visualize Price Vs Stock Indicators (5:37)
SMA Source files
04b Big Three Trading Strategy
00 What Is The Big Three Trading Strategy (2:27)
01 Big Three Trading Strategy On Binance Coin (6:58)
02 Big Three Trading Strategy On 1 Year Of Stocks (2:38)
Big Three Trading Strategy Source Files
05 Exponential moving average trading strategy
00 Ema Trading Strategy For Crypto - Overview (2:57)
01 Load Data With Cryptometrics Api (7:53)
02 Visualize Historical Stock Prices With Matplotlib (6:31)
03 Build Exponential Moving Average Trading Strategy (3:54)
04 Visualize Trading Strategy With Kaleido (4:40)
Source Files
06 Build autocorrelation for crypto stock prediction
00 Autocorrelation Explained For Crypto Stock Prediction (2:45)
01 Load Data For Crypto Price Autocorrelation With Pandas (5:52)
02 Visualize Crypto Price Data With Pyplot (3:14)
03 Apply Hodrick-Prescott Filter To Data With Python (4:10)
04 Calculate Autocorrelation With Python (3:25)
Autocorrelation Source Files
04 Histogram Plots In Pandas
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