Python Crypto Stock Analysis and Trading Strategies
01
Skill level
All levels
02
Sections
18
03
Lectures
71
04
Instructor
Team Mammoth
What's inside
This course includes.
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18
Sections
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71
Lectures
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70
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ Welcome! 1 lecture
Prerequisites
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+ 00 Course overview 2 lectures
00 Course Overview - Python Crypto Stock Analysis
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Source files 00
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+ 00d Introduction to DataFrames with Pandas Python Library - 00. Setup 1 lecture
00. Setting Up Pandas
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+ 00d - 01. Datastructures 3 lectures
01. Creating A Dataframe
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02. Sorting And Series
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03. Expanding A Dataframe
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+ 00d - 02. Manipulating DataFrames 2 lectures
01 Getting Values And Dealing With Nan Values
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02 Dropping Rows And Columns
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+ 00d - 03. Reading and Writing Data 2 lectures
01 Reading From Csv
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02 Writing To Csv
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+ 00d - 04. Analytical Approaches to Data 6 lectures
01 Starting With An Analysis
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02 Locating Data By Labels
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03 Statistical Description Of Data
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04 Histogram Plots In Pandas
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05 Starting An Analysis Of All Our Data
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06 Continuing An Analysis Of All Our Data
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+ 00e Introduction to Data Science with NumPy Python Library - 00. Introduction 1 lecture
01. Introduction
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+ 00e - 01. Numpy Arrays 5 lectures
01 Creating And Reshaping Numpy Arrays
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02 Creating Standard Numpy Arrays
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03 Creating Standard 2D Arrays
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04 Attributes On Numpy Arrays
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05 Resizing Arrays
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+ 00e - 02. Manipulating Numpy Arrays 3 lectures
01 Writing An Array To File And Formating Strings
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02 Random Numbers
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03 Sorting In Numpy
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+ 00e - 03. Calculations and Math 6 lectures
01 Calculations Within Numpy Arrays
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02 Math Functions With Numpy
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03 Integrating With Numpy
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04 Statistics With Numpy
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05 Polynomials
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06 Polynomials (Cont'd)
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+ 01 Analyze and visualize stock returns with Pandas, NumPy and Pyplot 3 lectures
01 01 Visualize Stock Prices With Pyplot
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01 02 Calculate Yearly Returns On Crypto Stocks
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Source Files 01
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+ 02 Stock Portfolio Analysis with Python 8 lectures
00 Project Overview - Stock Portfolio Analysis With Python
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01 Build A Stock Portfolio
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02 Calculate Stock Portfolio Performance With Python
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03 Visualize Crypto Portfolio Returns With Pyplot
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04 Analyze Stock Portfolio Returns With Data Science
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05 Calculate Expected Cryptocurrency Returns With Pandas
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06 Visualize Stock Drawdowns With Python
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Source Files 02
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+ 03 Build a Trading Strategy with Indicators 6 lectures
01 Build Sma And Ema With Ta-Lib
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02 Calculate Bollinger Bands For Crypto Stock
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03 Calculate Rsi For Stocks With Python
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04 Calculate Obv For Crypto Price Prediction With Python
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05 Calculate Moving Average Convergence Divergence
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Source Files 03
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+ 04 Time Series Stock Forecasting on Crypto with Python 4 lectures
04 00 Project Overview - Time Series Stock Forecasting On Crypto Stock With Python
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04 01 Fit A Prophet Model For Stock Forecasting
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04 02 Visualize Stock Forecast With Python
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Source Files 04
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+ 05 Calculate stock risk and return with Python 3 lectures
05 01 Calculate Risk Vs Return Of Crypto Stock
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05 02 Visualize Risk Vs Return In Python
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Source Files 05
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