| 01 - Getting Started | |||
| 001 Welcome and Introduction.mp4 | 34.88 MB | ||
| 001 Welcome and Introduction_en.srt | 2.95 KB | ||
| 002 Did you know... (a Sneak Preview on Crypto Trading).mp4 | 33.11 MB | ||
| 002 Did you know... (a Sneak Preview on Crypto Trading)_en.srt | 6.38 KB | ||
| 003 How to get the best out of this course.mp4 | 35.79 MB | ||
| 003 How to get the best out of this course_en.srt | 6.84 KB | ||
| 004 Student FAQ.html | 8.01 KB | ||
| 005 LEGAL DISCLAIMER (MUST READ!).html | 2.61 KB | ||
| 006 Course Overview.mp4 | 46.26 MB | ||
| 006 Course Overview_en.srt | 7.42 KB | ||
| 02 - +++ PART 1 Fundamentals of Trading, Binance and Python for Finance +++ | |||
| 001 PART 1 Overview.mp4 | 8.05 MB | ||
| 001 PART 1 Overview_en.srt | 3.71 KB | ||
| 002 Downloads for PART 1.html | 332 B | ||
| 002 Part1-Materials.zip | 461.25 KB | ||
| 03 - Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance | |||
| 001 Investing vs. (Algorithmic) Trading.mp4 | 125.6 MB | ||
| 001 Investing vs. (Algorithmic) Trading_en.srt | 17.41 KB | ||
| 001 Trading-vs-Investing.pdf | 839.2 KB | ||
| 002 Asset Classes, Money and (Crypto-) Currencies.mp4 | 77.42 MB | ||
| 002 Asset Classes, Money and (Crypto-) Currencies_en.srt | 13 KB | ||
| 003 What is a Stable Coin.mp4 | 35.87 MB | ||
| 003 What is a Stable Coin_en.srt | 6.49 KB | ||
| 004 Why Trading Cryptocurrencies.mp4 | 32.46 MB | ||
| 004 Why Trading Cryptocurrencies_en.srt | 7.98 KB | ||
| 005 Why using Binance.mp4 | 62.79 MB | ||
| 005 Why using Binance_en.srt | 9.87 KB | ||
| 006 Alternative Exchanges (FTX, Kraken, etc.).mp4 | 29.91 MB | ||
| 006 Alternative Exchanges (FTX, Kraken, etc.)_en.srt | 5.61 KB | ||
| 007 Spot Trading vs. Derivatives (Futures) Trading (Part 1).mp4 | 50.24 MB | ||
| 007 Spot-vs-Futures.pdf | 1.09 MB | ||
| 008 Spot Trading vs. Derivatives (Futures) Trading (Part 2).mp4 | 72.52 MB | ||
| 009 [Article] Algorithmic Trading 101 and how to start.html | 4.31 KB | ||
| 04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction | |||
| 001 Binance.com and Binance.US at a first glance.mp4 | 77.7 MB | ||
| 001 Binance.com and Binance.US at a first glance_en.srt | 13.84 KB | ||
| 002 How to get a 10% Discount on Trading Commissions.html | 487 B | ||
| 003 Registration and Identity Verification.mp4 | 12.53 MB | ||
| 003 Registration and Identity Verification_en.srt | 7.25 KB | ||
| 004 How to instantly buy your first Cryptos.mp4 | 13.48 MB | ||
| 004 How to instantly buy your first Cryptos_en.srt | 6.47 KB | ||
| 005 Deposits and Withdrawals (Part 1).mp4 | 18.54 MB | ||
| 005 Deposits and Withdrawals (Part 1)_en.srt | 9.08 KB | ||
| 006 Deposits and Withdrawals (Part 2).mp4 | 12.39 MB | ||
| 006 Deposits and Withdrawals (Part 2)_en.srt | 6.3 KB | ||
| 007 The first Spot Trade (buy Bitcoin).mp4 | 78.33 MB | ||
| 007 The first Spot Trade (buy Bitcoin)_en.srt | 12.2 KB | ||
| 008 Trade Analysis and Trading FeesCommissions.mp4 | 51.6 MB | ||
| 008 Trade Analysis and Trading FeesCommissions_en.srt | 11.04 KB | ||
| 008 trade-analysis.xlsx | 89.1 KB | ||
| 009 Another Spot Trade (sell Bitcoin).mp4 | 15.59 MB | ||
| 009 Another Spot Trade (sell Bitcoin)_en.srt | 3.94 KB | ||
| 010 Limit Orders vs. Market Orders.mp4 | 32.48 MB | ||
| 010 Limit Orders vs. Market Orders_en.srt | 7.35 KB | ||
| 011 Take-Profit Orders.mp4 | 12.61 MB | ||
| 011 Take-Profit Orders_en.srt | 4.27 KB | ||
| 012 Stop-Loss Orders.mp4 | 30.24 MB | ||
| 012 Stop-Loss Orders_en.srt | 7.6 KB | ||
| 013 The Order Book.mp4 | 23.92 MB | ||
| 013 The Order Book_en.srt | 5.96 KB | ||
| 014 Bid-Ask-Spread and Slippage.mp4 | 22.33 MB | ||
| 014 Bid-Ask-Spread and Slippage_en.srt | 8.32 KB | ||
| 015 Total Costs of a Trade (visible vs. hidden Costs).mp4 | 16.19 MB | ||
| 016 Liquidity and Market Depth.mp4 | 22.04 MB | ||
| 016 Liquidity and Market Depth_en.srt | 4.72 KB | ||
| 017 Introduction to Charting and Technical Indicators.mp4 | 58.6 MB | ||
| 05 - Installing Python and Jupyter Notebooks | |||
| 001 Introduction.mp4 | 4.2 MB | ||
| 001 Introduction_en.srt | 2.08 KB | ||
| 002 Download and Install Anaconda.mp4 | 45.91 MB | ||
| 002 Download and Install Anaconda_en.srt | 9.11 KB | ||
| 003 How to open Jupyter Notebooks.mp4 | 44.35 MB | ||
| 003 How to open Jupyter Notebooks_en.srt | 11.36 KB | ||
| 004 How to work with Jupyter Notebooks.mp4 | 41.58 MB | ||
| 004 How to work with Jupyter Notebooks_en.srt | 17.42 KB | ||
| 005 Tips for Python Beginners.mp4 | 4.5 MB | ||
| 005 Tips for Python Beginners_en.srt | 2.06 KB | ||
| 06 - Excursus How to avoid and debug Coding Errors (don´t skip!) | |||
| 001 Introduction.mp4 | 7.06 MB | ||
| 001 Introduction_en.srt | 3.71 KB | ||
| 002 Test your debugging skills!.mp4 | 32.3 MB | ||
| 002 Test your debugging skills!_en.srt | 11.65 KB | ||
| 003 Major reasons for Coding Errors.mp4 | 2.38 MB | ||
| 003 Major reasons for Coding Errors_en.srt | 1.49 KB | ||
| 004 The most commonly made Errors at a glance.mp4 | 31.21 MB | ||
| 004 The most commonly made Errors at a glance_en.srt | 6.7 KB | ||
| 005 Omitting cells, changing the sequence and more.mp4 | 37.53 MB | ||
| 005 Omitting cells, changing the sequence and more_en.srt | 8.11 KB | ||
| 006 IndexErrors.mp4 | 24.47 MB | ||
| 006 IndexErrors_en.srt | 5.29 KB | ||
| 007 Indentation Errors.mp4 | 6.79 MB | ||
| 007 Indentation Errors_en.srt | 4.19 KB | ||
| 008 Misuse of function names and keywords.mp4 | 7.48 MB | ||
| 008 Misuse of function names and keywords_en.srt | 3.16 KB | ||
| 009 TypeErrors and ValueErrors.mp4 | 11.35 MB | ||
| 009 TypeErrors and ValueErrors_en.srt | 4.32 KB | ||
| 010 Getting help on StackOverflow.com.mp4 | 32.92 MB | ||
| 010 Getting help on StackOverflow.com_en.srt | 7.4 KB | ||
| 011 How to traceback more complex Errors.mp4 | 68.18 MB | ||
| 011 How to traceback more complex Errors_en.srt | 11.48 KB | ||
| 012 Problems with the Python Installation.mp4 | 18.16 MB | ||
| 012 Problems with the Python Installation_en.srt | 7.41 KB | ||
| 013 External Factors and Issues.mp4 | 8.05 MB | ||
| 013 External Factors and Issues_en.srt | 5.21 KB | ||
| 014 Errors related to the course content (Transcription Errors).mp4 | 7.21 MB | ||
| 014 Errors related to the course content (Transcription Errors)_en.srt | 5.12 KB | ||
| 015 Summary and Debugging Flow-Chart.mp4 | 12.21 MB | ||
| 015 Summary and Debugging Flow-Chart_en.srt | 8.72 KB | ||
| 07 - Trading with Python and the Binance API - an Introduction | |||
| 001 Overview.mp4 | 14.25 MB | ||
| 001 Overview_en.srt | 3.45 KB | ||
| 002 Getting the API Key & other Preparations.mp4 | 15.22 MB | ||
| 002 Getting the API Key & other Preparations_en.srt | 4.09 KB | ||
| 003 Commands to install required packages.html | 763 B | ||
| 004 How to install the Binance API Wrapper.mp4 | 5.45 MB | ||
| 004 How to install the Binance API Wrapper_en.srt | 2.74 KB | ||
| 005 Connecting to the APIServer.mp4 | 23.08 MB | ||
| 005 Connecting to the APIServer_en.srt | 5.07 KB | ||
| 006 Troubleshooting (BinanceAPIException Error).html | 1.14 KB | ||
| 007 Important notice for Binance.US users (Part 1).html | 1.01 KB | ||
| 008 Retrieving general accountsystem Info (Part 1).mp4 | 59.28 MB | ||
| 008 Retrieving general accountsystem Info (Part 1)_en.srt | 11.24 KB | ||
| 009 Retrieving general accountsystem Info (Part 2).mp4 | 41.32 MB | ||
| 009 Retrieving general accountsystem Info (Part 2)_en.srt | 7.15 KB | ||
| 010 Getting (current) Market Data.mp4 | 54.81 MB | ||
| 010 Getting (current) Market Data_en.srt | 8.08 KB | ||
| 011 How to load Historical Price & Volume Data (Part 1).mp4 | 50.55 MB | ||
| 011 How to load Historical Price & Volume Data (Part 1)_en.srt | 8.18 KB | ||
| 012 How to load Historical Price & Volume Data (Part 2).mp4 | 84.12 MB | ||
| 012 How to load Historical Price & Volume Data (Part 2)_en.srt | 15.09 KB | ||
| 013 Excursus Loading Historical Data (csv) from the Website.mp4 | 37.07 MB | ||
| 013 Excursus Loading Historical Data (csv) from the Website_en.srt | 5.78 KB | ||
| 014 Streaming real-time Market Data (Part 1).mp4 | 51.06 MB | ||
| 014 Streaming real-time Market Data (Part 1)_en.srt | 8.38 KB | ||
| 015 Important notice for Binance.US users (Part 2).html | 813 B | ||
| 016 Streaming real-time Market Data (Part 2).mp4 | 8.95 MB | ||
| 016 Streaming real-time Market Data (Part 2)_en.srt | 3.14 KB | ||
| 017 Streaming and collecting real-time Candles.mp4 | 59.7 MB | ||
| 017 Streaming and collecting real-time Candles_en.srt | 10.18 KB | ||
| 018 Placing a Test Order.mp4 | 10.55 MB | ||
| 018 Placing a Test Order_en.srt | 4.85 KB | ||
| 019 The Binance Spot Test Network.mp4 | 10.94 MB | ||
| 019 The Binance Spot Test Network_en.srt | 4.63 KB | ||
| 020 Creating a Connection to the Spot Testnet.mp4 | 11.25 MB | ||
| 020 Creating a Connection to the Spot Testnet_en.srt | 3.02 KB | ||
| 021 Spot Testnet API - Overview.mp4 | 39.95 MB | ||
| 021 Spot Testnet API - Overview_en.srt | 7.11 KB | ||
| 022 Placing a Market Buy Order.mp4 | 68.47 MB | ||
| 022 Placing a Market Buy Order_en.srt | 8.9 KB | ||
| 023 Placing a Market Sell Order.mp4 | 12.5 MB | ||
| 023 Placing a Market Sell Order_en.srt | 2.5 KB | ||
| 024 Placing Limit Orders.mp4 | 39.34 MB | ||
| 024 Placing Limit Orders_en.srt | 7.43 KB | ||
| 025 Reporting Getting all (historical) Orders and Trades.mp4 | 22.45 MB | ||
| 025 Reporting Getting all (historical) Orders and Trades_en.srt | 3.03 KB | ||
| 026 How to create & run a first (simple) Trading Bot.mp4 | 25.55 MB | ||
| 026 How to create & run a first (simple) Trading Bot_en.srt | 6.78 KB | ||
| GetFreeCourses.Co.url | 116 B | ||
| How you can help GetFreeCourses.Co.txt | 182 B | ||
| 08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction | |||
| 001 Introduction and Overview.mp4 | 23.32 MB | ||
| 001 Introduction and Overview_en.srt | 4.75 KB | ||
| 002 Installing and importing required LibrariesPackages.mp4 | 5.55 MB | ||
| 002 Installing and importing required LibrariesPackages_en.srt | 2.4 KB | ||
| 003 Loading Financial Data from the Web.mp4 | 69.35 MB | ||
| 003 Loading Financial Data from the Web_en.srt | 12.47 KB | ||
| 004 Initial Inspection and Visualization.mp4 | 74.45 MB | ||
| 004 Initial Inspection and Visualization_en.srt | 13.95 KB | ||
| 005 [Article] Loading Data into Pandas - advanced topics.html | 192 B | ||
| 006 Normalizing Time Series to a Base Value (100).mp4 | 34.7 MB | ||
| 006 Normalizing Time Series to a Base Value (100)_en.srt | 7.25 KB | ||
| 007 Coding Challenge #1.mp4 | 37.45 MB | ||
| 007 Coding Challenge #1_en.srt | 5.82 KB | ||
| 008 Price changes and Financial Returns.mp4 | 32.4 MB | ||
| 008 Price changes and Financial Returns_en.srt | 10.98 KB | ||
| 009 Reward and Risk of Financial Instruments.mp4 | 18.82 MB | ||
| 009 Reward and Risk of Financial Instruments_en.srt | 6.89 KB | ||
| 010 Coding Challenge #2.html | 425 B | ||
| 011 Investment Multiple and CAGR.mp4 | 34.4 MB | ||
| 011 Investment Multiple and CAGR_en.srt | 8.03 KB | ||
| 012 Compound Returns & Geometric Mean Return.mp4 | 22.8 MB | ||
| 012 Compound Returns & Geometric Mean Return_en.srt | 4.87 KB | ||
| 013 Coding Challenge #3.html | 357 B | ||
| 014 Discrete Compounding.mp4 | 55.16 MB | ||
| 014 Discrete Compounding_en.srt | 9.58 KB | ||
| 015 Continuous Compounding.mp4 | 30.66 MB | ||
| 015 Continuous Compounding_en.srt | 6.73 KB | ||
| 016 Log Returns.mp4 | 5.92 MB | ||
| 016 Log Returns_en.srt | 2.76 KB | ||
| 017 Simple Returns vs Log Returns ( Part 1).mp4 | 20.72 MB | ||
| 017 Simple Returns vs Log Returns ( Part 1)_en.srt | 7.33 KB | ||
| 018 Simple Returns vs Log Returns ( Part 2).mp4 | 19.26 MB | ||
| 018 Simple Returns vs Log Returns ( Part 2)_en.srt | 7.07 KB | ||
| 019 Coding Challenge #4.html | 387 B | ||
| 020 Comparing the Performance of Financial Instruments.mp4 | 50.54 MB | ||
| 020 Comparing the Performance of Financial Instruments_en.srt | 11.15 KB | ||
| 021 (Non-) Normality of Financial Returns.mp4 | 65.64 MB | ||
| 021 (Non-) Normality of Financial Returns_en.srt | 14.54 KB | ||
| 022 Annualizing Return and Risk.mp4 | 15.27 MB | ||
| 022 Annualizing Return and Risk_en.srt | 5.78 KB | ||
| 023 Resampling Smoothing of Financial Data.mp4 | 27.82 MB | ||
| 023 Resampling Smoothing of Financial Data_en.srt | 8.94 KB | ||
| 024 Rolling Statistics.mp4 | 33.95 MB | ||
| 024 Rolling Statistics_en.srt | 10.51 KB | ||
| 025 Coding Challenge #5.html | 569 B | ||
| 026 Short Selling and Short Position Returns (Part 1).mp4 | 8.26 MB | ||
| 026 Short Selling and Short Position Returns (Part 1)_en.srt | 3.79 KB | ||
| 027 Introduction to Currencies (Forex) and Trading.mp4 | 37.02 MB | ||
| 027 Introduction to Currencies (Forex) and Trading_en.srt | 8.93 KB | ||
| 028 Short Selling and Short Position Returns (Part 2).mp4 | 16.43 MB | ||
| 028 Short Selling and Short Position Returns (Part 2)_en.srt | 5.33 KB | ||
| 029 Short Selling and Short Position Returns (Part 3).mp4 | 21.83 MB | ||
| 029 Short Selling and Short Position Returns (Part 3)_en.srt | 4.95 KB | ||
| 030 Coding Challenge #6.html | 365 B | ||
| 031 Covariance and Correlation.mp4 | 38.21 MB | ||
| 031 Covariance and Correlation_en.srt | 8.79 KB | ||
| 032 Portfolios and Portfolio Returns.mp4 | 14.55 MB | ||
| 032 Portfolios and Portfolio Returns_en.srt | 4.29 KB | ||
| 033 Margin Trading and Levered Returns (Part 1).mp4 | 12.7 MB | ||
| 033 Margin Trading and Levered Returns (Part 1)_en.srt | 5.62 KB | ||
| 034 Margin Trading and Levered Returns (Part 2).mp4 | 46.34 MB | ||
| 034 Margin Trading and Levered Returns (Part 2)_en.srt | 10.33 KB | ||
| 035 Coding Challenge #7.html | 444 B | ||
| 09 - +++ PART 2 Algorithmic Trading Spot Trading +++ | |||
| 001 Overview.mp4 | 10.78 MB | ||
| 001 Overview_en.srt | 2.23 KB | ||
| 002 Downloads for PART 2.html | 118 B | ||
| 002 Part2-Materials.zip | 829.47 KB | ||
| 10 - What is a Trading Strategy | |||
| 001 Trading Strategies - Overview.mp4 | 43.54 MB | ||
| 001 Trading Strategies - Overview_en.srt | 7.06 KB | ||
| 002 [Article] More on Trading Strategies.html | 4.15 KB | ||
| 003 Trading Strategies for Cryptocurrencies (best practices).mp4 | 23.83 MB | ||
| 003 Trading Strategies for Cryptocurrencies (best practices)_en.srt | 5.53 KB | ||
| 004 How to create your own Trading Strategies.mp4 | 42.88 MB | ||
| 004 How to create your own Trading Strategies_en.srt | 7.71 KB | ||
| 005 [Article] The Lifecycle of a Trading Strategy.html | 6.5 KB | ||
| 006 Getting the Data.mp4 | 22.74 MB | ||
| 006 Getting the Data_en.srt | 3.75 KB | ||
| 007 Financial Data Analysis Visual Inspection.mp4 | 13.44 MB | ||
| 007 Financial Data Analysis Visual Inspection_en.srt | 3.79 KB | ||
| 008 A simple Buy and Hold Strategy.mp4 | 12.93 MB | ||
| 008 A simple Buy and Hold Strategy_en.srt | 4.74 KB | ||
| 009 Performance Measurement.mp4 | 13.86 MB | ||
| 009 Performance Measurement_en.srt | 6.28 KB | ||
| 11 - A Long-only Strategy based on Price & Volume Data | |||
| 001 Introduction.mp4 | 13.95 MB | ||
| 001 Introduction_en.srt | 5.68 KB | ||
| 002 Data Preparation.mp4 | 28.26 MB | ||
| 002 Data Preparation_en.srt | 5.57 KB | ||
| 003 Explanatory Data Analysis Financial Returns and Trading Volume (Part 1).mp4 | 54.44 MB | ||
| 003 Explanatory Data Analysis Financial Returns and Trading Volume (Part 1)_en.srt | 10.08 KB | ||
| 004 Explanatory Data Analysis Financial Returns and Trading Volume (Part 2).mp4 | 30 MB | ||
| 004 Explanatory Data Analysis Financial Returns and Trading Volume (Part 2)_en.srt | 5.31 KB | ||
| 005 Formulating a Long-only Strategy based on Price & Volume Data.mp4 | 28.42 MB | ||
| 005 Formulating a Long-only Strategy based on Price & Volume Data_en.srt | 9.22 KB | ||
| 006 Strategy Backtesting.mp4 | 41.17 MB | ||
| 006 Strategy Backtesting_en.srt | 8.75 KB | ||
| 007 Trading Costs.mp4 | 46.33 MB | ||
| 007 Trading Costs_en.srt | 9.85 KB | ||
| 12 - Strategy Optimization and Forward Testing | |||
| 001 Introduction.html | 445 B | ||
| 002 Getting started.mp4 | 8.07 MB | ||
| 002 Getting started_en.srt | 1.74 KB | ||
| 003 Strategy Optimization (Part 1).mp4 | 58.9 MB | ||
| 003 Strategy Optimization (Part 1)_en.srt | 12 KB | ||
| 004 Strategy Optimization (Part 2).mp4 | 9.44 MB | ||
| 004 Strategy Optimization (Part 2)_en.srt | 4.27 KB | ||
| 005 Putting everything together a Backtester Class.mp4 | 59.71 MB | ||
| 005 Putting everything together a Backtester Class_en.srt | 12.28 KB | ||
| 006 Backtesting & Forward Testing (Part 1).mp4 | 25.78 MB | ||
| 006 Backtesting & Forward Testing (Part 1)_en.srt | 5.32 KB | ||
| 007 Backtesting & Forward Testing (Part 2).mp4 | 19.96 MB | ||
| 007 Backtesting & Forward Testing (Part 2)_en.srt | 5.35 KB | ||
| 008 The Backtester Class explained (Part 1).mp4 | 15.04 MB | ||
| 008 The Backtester Class explained (Part 1)_en.srt | 4.76 KB | ||
| 009 The Backtester Class explained (Part 2).mp4 | 13.68 MB | ||
| 009 The Backtester Class explained (Part 2)_en.srt | 3.58 KB | ||
| 010 The Backtester Class explained (Part 3).mp4 | 13.3 MB | ||
| 010 The Backtester Class explained (Part 3)_en.srt | 3.53 KB | ||
| 011 The Backtester Class explained (Part 4).mp4 | 24.85 MB | ||
| 011 The Backtester Class explained (Part 4)_en.srt | 4.37 KB | ||
| 13 - Implementation and Automation of Trading Strategies with Binance | |||
| 001 Introduction.html | 429 B | ||
| 002 Getting started.mp4 | 3.98 MB | ||
| 002 Getting started_en.srt | 1.69 KB | ||
| 003 Important notice for Binance.US users.html | 356 B | ||
| 004 Recap Streaming and Collecting Real-Time Candles.mp4 | 24.75 MB | ||
| 004 Recap Streaming and Collecting Real-Time Candles_en.srt | 4.95 KB | ||
| 005 Creating the LongOnlyTrader Class.mp4 | 32.05 MB | ||
| 005 Creating the LongOnlyTrader Class_en.srt | 6.46 KB | ||
| 006 Working with historical data and real-time data (Part 1).mp4 | 26.49 MB | ||
| 006 Working with historical data and real-time data (Part 1)_en.srt | 7.4 KB | ||
| 007 Working with historical data and real-time data (Part 2).mp4 | 14.79 MB | ||
| 007 Working with historical data and real-time data (Part 2)_en.srt | 3.77 KB | ||
| 008 Adding a Long-Only Trading Strategy.mp4 | 49.19 MB | ||
| 008 Adding a Long-Only Trading Strategy_en.srt | 9.62 KB | ||
| 009 Placing Orders and Executing Trades.mp4 | 53.39 MB | ||
| 009 Placing Orders and Executing Trades_en.srt | 8.46 KB | ||
| 010 Trade Monitoring and Reporting.mp4 | 71.73 MB | ||
| 010 Trade Monitoring and Reporting_en.srt | 12.62 KB | ||
| 011 How to setautomate the stop of a Trading Session.mp4 | 32.81 MB | ||
| 011 How to setautomate the stop of a Trading Session_en.srt | 5.67 KB | ||
| 14 - A Long-Short Trading Strategy A-Z | |||
| 001 Introduction.mp4 | 34.37 MB | ||
| 001 Introduction_en.srt | 6.77 KB | ||
| 002 Getting started.mp4 | 10.21 MB | ||
| 002 Getting started_en.srt | 1.65 KB | ||
| 003 Recap Explanatory Data Analysis and generating a Trading Idea.mp4 | 5.72 MB | ||
| 003 Recap Explanatory Data Analysis and generating a Trading Idea_en.srt | 2.24 KB | ||
| 004 Defining the Long-Short Strategy.mp4 | 21.2 MB | ||
| 004 Defining the Long-Short Strategy_en.srt | 6.14 KB | ||
| 005 A Long-Short Backtesting Framework.mp4 | 36.14 MB | ||
| 005 A Long-Short Backtesting Framework_en.srt | 6.22 KB | ||
| 006 Strategy Backtesting.mp4 | 27.25 MB | ||
| 006 Strategy Backtesting_en.srt | 8.77 KB | ||
| 007 A Long-Short Trading Framework.mp4 | 47.92 MB | ||
| 007 A Long-Short Trading Framework_en.srt | 6.3 KB | ||
| 008 Implementing and Automating a Long-Short Trading Strategy.mp4 | 33.97 MB | ||
| 008 Implementing and Automating a Long-Short Trading Strategy_en.srt | 3.83 KB | ||
| 009 #Troubleshooting for the next Lecture#.html | 1.4 KB | ||
| 010 Preview Running a Python Trader Script.mp4 | 47.56 MB | ||
| 010 Preview Running a Python Trader Script_en.srt | 8.16 KB | ||
| 15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation | |||
| 001 Introduction and Motivation.mp4 | 9.48 MB | ||
| 001 Introduction and Motivation_en.srt | 3.34 KB | ||
| 004 How to create an EC2 Instance.mp4 | 55.64 MB | ||
| 004 How to create an EC2 Instance_en.srt | 8.95 KB | ||
| 005 How to connect to your EC2 Instance.mp4 | 26.53 MB | ||
| 005 How to connect to your EC2 Instance_en.srt | 4.41 KB | ||
| 006 Required Installations and Downloads.html | 1.6 KB | ||
| 007 Getting the Instance Ready for Algorithmic Trading.mp4 | 10.31 MB | ||
| 007 Getting the Instance Ready for Algorithmic Trading_en.srt | 3.52 KB | ||
| 008 How to run Python Scripts in a Windows Command Prompt.mp4 | 12.13 MB | ||
| 008 How to run Python Scripts in a Windows Command Prompt_en.srt | 4 KB | ||
| 009 #Troubleshooting#.html | 811 B | ||
| 010 How to start Trading sessions with Batch (.bat) Files.mp4 | 12.19 MB | ||
| 010 How to start Trading sessions with Batch (.bat) Files_en.srt | 4.29 KB | ||
| 011 How to schedule Trading sessions with the Task Scheduler.mp4 | 21.51 MB | ||
| GetFreeCourses.Co.url | 116 B | ||
| How you can help GetFreeCourses.Co.txt | 182 B | ||
| 16 - Ultimate Homework Challenge Create, Test and Implement your Strategy! | |||
| 001 Introduction.mp4 | 39.97 MB | ||
| 001 Introduction_en.srt | 12.92 KB | ||
| 002 Homework-Challenge.zip | 813.2 KB | ||
| 002 Solution (Notebook).html | 79 B | ||
| 003 The Solution explained (Part 1).mp4 | 20.04 MB | ||
| 003 The Solution explained (Part 1)_en.srt | 5.63 KB | ||
| 004 The Solution explained (Part 2).mp4 | 36.48 MB | ||
| 004 The Solution explained (Part 2)_en.srt | 7.5 KB | ||
| 005 The Solution explained (Part 3).mp4 | 17.87 MB | ||
| 005 The Solution explained (Part 3)_en.srt | 4.09 KB | ||
| 17 - +++ PART 3 Algorithmic Trading Futures Trading +++ | |||
| 001 Overview.mp4 | 56.65 MB | ||
| 001 Overview_en.srt | 8.44 KB | ||
| 002 Downloads for Part 3 (Updated 28122021).html | 64 B | ||
| 002 Part3-Materials.zip | 818.17 KB | ||
| 18 - Futures Trading on Binance A-Z | |||
| 001 Creating an account on Binance Futures Testnet.mp4 | 3.11 MB | ||
| 001 Creating an account on Binance Futures Testnet_en.srt | 1007 B | ||
| 002 First Steps.mp4 | 22.01 MB | ||
| 002 First Steps_en.srt | 4.48 KB | ||
| 003 The first Futures Trade (Long).mp4 | 81.37 MB | ||
| 003 The first Futures Trade (Long)_en.srt | 11.71 KB | ||
| 004 Long-btc.xlsx | 126.4 KB | ||
| 004 Trade Analysis.mp4 | 41.24 MB | ||
| 004 Trade Analysis_en.srt | 7.69 KB | ||
| 005 A trade with Leverage.mp4 | 28.91 MB | ||
| 005 A trade with Leverage_en.srt | 4.54 KB | ||
| 006 The impact of Leverage.mp4 | 19.08 MB | ||
| 006 The impact of Leverage_en.srt | 6.56 KB | ||
| 007 A Short Trade.mp4 | 30.47 MB | ||
| 007 A Short Trade_en.srt | 3.97 KB | ||
| 008 Margin Requirements and Liquidation (Part 1).mp4 | 64.55 MB | ||
| 008 Margin Requirements and Liquidation (Part 1)_en.srt | 9.03 KB | ||
| 009 Margin Requirements and Liquidation (Part 2).mp4 | 69.67 MB | ||
| 009 Margin Requirements and Liquidation (Part 2)_en.srt | 13.43 KB | ||
| 010 Excursus The Futures Calculator.mp4 | 15.9 MB | ||
| 010 Excursus The Futures Calculator_en.srt | 4.32 KB | ||
| 011 How to add Stop Loss to an open position.mp4 | 16.49 MB | ||
| 011 How to add Stop Loss to an open position_en.srt | 4.19 KB | ||
| 012 Stop Loss (SL) and Take Profit (TP) Orders.mp4 | 34.62 MB | ||
| 012 Stop Loss (SL) and Take Profit (TP) Orders_en.srt | 4.41 KB | ||
| 013 Margin Mode Cross vs. Isolated.mp4 | 52.82 MB | ||
| 013 Margin Mode Cross vs. Isolated_en.srt | 9.04 KB | ||
| 014 Position Mode One-way (Netting) vs. Hedging.mp4 | 62.89 MB | ||
| 014 Position Mode One-way (Netting) vs. Hedging_en.srt | 9.33 KB | ||
| 015 How to work with many open positions.mp4 | 43.84 MB | ||
| 015 How to work with many open positions_en.srt | 5.35 KB | ||
| 016 Introduction to the Funding Rate.mp4 | 26.18 MB | ||
| 016 Introduction to the Funding Rate_en.srt | 4.16 KB | ||
| 017 The Funding Rate explained (Part 1).mp4 | 13.41 MB | ||
| 017 The Funding Rate explained (Part 1)_en.srt | 7.37 KB | ||
| 018 The Funding Rate explained (Part 2).mp4 | 13.46 MB | ||
| 018 The Funding Rate explained (Part 2)_en.srt | 7.86 KB | ||
| 019 The Funding Rate explained (Part 3).mp4 | 10.5 MB | ||
| 019 The Funding Rate explained (Part 3)_en.srt | 3.64 KB | ||
| 020 The Funding Rate live in action.mp4 | 21.16 MB | ||
| 020 The Funding Rate live in action_en.srt | 3.17 KB | ||
| external-assets-links.txt | 270 B | ||
| 19 - Backtesting Futures Trading Strategies with Leverage | |||
| 001 Introduction.mp4 | 40.8 MB | ||
| 001 Introduction_en.srt | 8.04 KB | ||
| 002 Getting the Data.mp4 | 5 MB | ||
| 002 Getting the Data_en.srt | 1.66 KB | ||
| 003 Backtesting without Leverage and Trading Costs in the Futures Market.mp4 | 36.48 MB | ||
| 003 Backtesting without Leverage and Trading Costs in the Futures Market_en.srt | 6.09 KB | ||
| 004 Recap Leverage and levered Returns.mp4 | 2.75 MB | ||
| 004 Recap Leverage and levered Returns_en.srt | 1.26 KB | ||
| 005 Levered Returns a more realistic approach.mp4 | 57.92 MB | ||
| 005 Levered Returns a more realistic approach_en.srt | 12 KB | ||
| 006 The Futures Backtesting Class live in action.mp4 | 20.64 MB | ||
| 006 The Futures Backtesting Class live in action_en.srt | 6.53 KB | ||
| 007 How to adjust the Framework to (levered) Futures Trading.mp4 | 58.12 MB | ||
| 007 How to adjust the Framework to (levered) Futures Trading_en.srt | 10.8 KB | ||
| 008 The impact of Leverage on Trading Performance.mp4 | 18.44 MB | ||
| 008 The impact of Leverage on Trading Performance_en.srt | 6.4 KB | ||
| GetFreeCourses.Co.url | 116 B | ||
| How you can help GetFreeCourses.Co.txt | 182 B | ||
| 20 - Implementing and automating Futures Trading on Binance | |||
| 001 Introduction and Preparations.mp4 | 17.12 MB | ||
| 001 Introduction and Preparations_en.srt | 3.25 KB | ||
| 002 The Binance Futures API.mp4 | 83.02 MB | ||
| 002 The Binance Futures API_en.srt | 13.86 KB | ||
| 003 How to change Settings and Modes.mp4 | 44.09 MB | ||
| 003 How to change Settings and Modes_en.srt | 5.86 KB | ||
| 004 Placing Market Orders (Part 1).mp4 | 57.82 MB | ||
| 004 Placing Market Orders (Part 1)_en.srt | 8.73 KB | ||
| 005 Trade Analysis - Trade and Income History.mp4 | 38.13 MB | ||
| 005 Trade Analysis - Trade and Income History_en.srt | 5.87 KB | ||
| 006 Placing Market Orders (Part 2).mp4 | 14.62 MB | ||
| 006 Placing Market Orders (Part 2)_en.srt | 3.56 KB | ||
| 007 Getting Historical Futures Market Data.mp4 | 32.53 MB | ||
| 007 Getting Historical Futures Market Data_en.srt | 5.27 KB | ||
| 008 Streaming Future Prices in real-time.mp4 | 24.36 MB | ||
| 008 Streaming Future Prices in real-time_en.srt | 5.08 KB | ||
| 009 A Futures Trading Bot (Part 1).mp4 | 39.93 MB | ||
| 009 A Futures Trading Bot (Part 1)_en.srt | 8.14 KB | ||
| 010 A Futures Trading Bot (Part 2).mp4 | 34.28 MB | ||
| 010 A Futures Trading Bot (Part 2)_en.srt | 8.68 KB | ||
| 21 - +++ PART 4 API Trading with other Exchanges (FTX, Kraken & co.) +++ | |||
| 001 Overview.html | 709 B | ||
| 002 Downloads for Part 4 (Updated 17 Jan 2022).html | 64 B | ||
| 002 Part4-Materials.zip | 14.89 KB | ||
| 22 - API Trading with CCXT | |||
| 001 Introduction.mp4 | 43.99 MB | ||
| 001 Introduction_en.srt | 7.78 KB | ||
| 002 Preparations.mp4 | 10.25 MB | ||
| 002 Preparations_en.srt | 1.88 KB | ||
| 003 First Steps with CCXT.mp4 | 45.66 MB | ||
| 003 First Steps with CCXT_en.srt | 6.52 KB | ||
| 004 General Exchange Information.mp4 | 21.27 MB | ||
| 004 General Exchange Information_en.srt | 3.64 KB | ||
| 005 The Public API.mp4 | 34.49 MB | ||
| 005 The Public API_en.srt | 6.03 KB | ||
| 006 Loading Historical Data (Part 1).mp4 | 70.84 MB | ||
| 006 Loading Historical Data (Part 1)_en.srt | 10.47 KB | ||
| 007 Loading Historical Data (Part 2).mp4 | 19.46 MB | ||
| 007 Loading Historical Data (Part 2)_en.srt | 5.96 KB | ||
| 008 Streaming real-time Data (Part 1).mp4 | 17.22 MB | ||
| 008 Streaming real-time Data (Part 1)_en.srt | 6.1 KB | ||
| 009 Introduction to Multithreaded Programming.mp4 | 11.31 MB | ||
| 009 Introduction to Multithreaded Programming_en.srt | 6.19 KB | ||
| 010 Streaming real-time Data (Part 2).mp4 | 9.95 MB | ||
| 010 Streaming real-time Data (Part 2)_en.srt | 3.62 KB | ||
| 011 Streaming real-time Data (Part 3).mp4 | 13.05 MB | ||
| 011 Streaming real-time Data (Part 3)_en.srt | 4.17 KB | ||
| 012 Getting Historical Data and Streaming live Data.mp4 | 29.33 MB | ||
| 012 Getting Historical Data and Streaming live Data_en.srt | 8.24 KB | ||
| 013 The Private API.mp4 | 19 MB | ||
| 013 The Private API_en.srt | 5.32 KB | ||
| 014 How to connect to Testnets (Sandbox mode).mp4 | 9.34 MB | ||
| 014 How to connect to Testnets (Sandbox mode)_en.srt | 3.03 KB | ||
| 015 Creating Orders and analyzing Trades (Spot).mp4 | 27.52 MB | ||
| 015 Creating Orders and analyzing Trades (Spot)_en.srt | 5.02 KB | ||
| 016 Creating Orders and analyzing Trades (Futures).mp4 | 55.94 MB | ||
| 016 Creating Orders and analyzing Trades (Futures)_en.srt | 7.21 KB | ||
| 017 A CCXT Spot Trading Bot.mp4 | 66.79 MB | ||
| 017 A CCXT Spot Trading Bot_en.srt | 9.74 KB | ||
| 018 Excursus Generalization.mp4 | 23.96 MB | ||
| 018 Excursus Generalization_en.srt | 4.98 KB | ||
| 019 A CCXT Futures Trading Bot.mp4 | 37.94 MB | ||
| 019 A CCXT Futures Trading Bot_en.srt | 9.73 KB | ||
| 23 - API Trading with FTX | |||
| 001 Introduction.mp4 | 22.76 MB | ||
| 001 Introduction_en.srt | 6.33 KB | ||
| 002 How to get a 5% Discount on Trading Commissions (FTX.com).html | 617 B | ||
| 003 Creating accounts on FTX.com and FTX.us.mp4 | 19.58 MB | ||
| 003 Creating accounts on FTX.com and FTX.us_en.srt | 5.02 KB | ||
| 004 FTX and CCXT - an Overview.mp4 | 31.68 MB | ||
| 004 FTX and CCXT - an Overview_en.srt | 5.83 KB | ||
| 005 What you should consider for Backtesting.mp4 | 37.26 MB | ||
| 005 What you should consider for Backtesting_en.srt | 5.57 KB | ||
| 006 An FTX Spot Trading Bot.mp4 | 30.21 MB | ||
| 006 An FTX Spot Trading Bot_en.srt | 5.23 KB | ||
| 007 Futures Trading on FTX.mp4 | 56.34 MB | ||
| 007 Futures Trading on FTX_en.srt | 9.16 KB | ||
| 008 An FTX Futures Trading Bot.mp4 | 42.44 MB | ||
| 008 An FTX Futures Trading Bot_en.srt | 7.35 KB | ||
| 24 - +++ APPENDIX Python Crash Course +++ | |||
| 001 Introduction and Overview.mp4 | 6.13 MB | ||
| 001 Introduction and Overview_en.srt | 3.01 KB | ||
| 002 Appendix Downloads.html | 124 B | ||
| 002 Appendix-Materials.zip | 1.24 MB | ||
| 25 - Appendix 1 Python (& Finance) Basics | |||
| 001 Intro to the Time Value of Money (TVM) Concept (Theory).mp4 | 8.47 MB | ||
| 001 Intro to the Time Value of Money (TVM) Concept (Theory)_en.srt | 7.26 KB | ||
| 002 Calculate Future Values (FV) with Python Compounding.mp4 | 7.05 MB | ||
| 002 Calculate Future Values (FV) with Python Compounding_en.srt | 4.27 KB | ||
| 003 Calculate Present Values (FV) with Python Discounting.mp4 | 10.05 MB | ||
| 003 Calculate Present Values (FV) with Python Discounting_en.srt | 3.07 KB | ||
| 004 Interest Rates and Returns (Theory).mp4 | 7.04 MB | ||
| 004 Interest Rates and Returns (Theory)_en.srt | 5.9 KB | ||
| 005 Calculate Interest Rates and Returns with Python.mp4 | 8.97 MB | ||
| 005 Calculate Interest Rates and Returns with Python_en.srt | 4.85 KB | ||
| 006 Introduction to Variables.mp4 | 11.07 MB | ||
| 006 Introduction to Variables_en.srt | 6.44 KB | ||
| 007 Excursus How to add inline comments.mp4 | 5.81 MB | ||
| 007 Excursus How to add inline comments_en.srt | 3.53 KB | ||
| 008 Variables and Memory (Theory).mp4 | 2.78 MB | ||
| 008 Variables and Memory (Theory)_en.srt | 2.37 KB | ||
| 009 More on Variables and Memory.mp4 | 12.75 MB | ||
| 009 More on Variables and Memory_en.srt | 8.07 KB | ||
| 010 Variables - Dos, Don´ts and Conventions.mp4 | 9.73 MB | ||
| 010 Variables - Dos, Don´ts and Conventions_en.srt | 4.73 KB | ||
| 011 The print() Function.mp4 | 9.07 MB | ||
| 011 The print() Function_en.srt | 5.18 KB | ||
| 012 Coding Exercise 1.mp4 | 37.38 MB | ||
| 012 Coding Exercise 1_en.srt | 11.25 KB | ||
| 013 TVM Problems with many Cashflows.mp4 | 5.9 MB | ||
| 013 TVM Problems with many Cashflows_en.srt | 4.25 KB | ||
| 014 Intro to Python Lists.mp4 | 4.16 MB | ||
| 014 Intro to Python Lists_en.srt | 2.88 KB | ||
| 015 Zero-based Indexing and negative Indexing in Python (Theory).mp4 | 3.77 MB | ||
| 015 Zero-based Indexing and negative Indexing in Python (Theory)_en.srt | 3.48 KB | ||
| 016 Indexing Lists.mp4 | 8 MB | ||
| 016 Indexing Lists_en.srt | 3.84 KB | ||
| 017 For Loops - Iterating over Lists.mp4 | 17.15 MB | ||
| 017 For Loops - Iterating over Lists_en.srt | 9.99 KB | ||
| 018 The range Object - another Iterable.mp4 | 9.47 MB | ||
| 018 The range Object - another Iterable_en.srt | 6.06 KB | ||
| 019 Calculate FV and PV for many Cashflows.mp4 | 17.86 MB | ||
| 019 Calculate FV and PV for many Cashflows_en.srt | 9.04 KB | ||
| 020 The Net Present Value - NPV (Theory).mp4 | 15.39 MB | ||
| 020 The Net Present Value - NPV (Theory)_en.srt | 9.66 KB | ||
| 021 Calculate an Investment Project´s NPV.mp4 | 8.01 MB | ||
| 021 Calculate an Investment Project´s NPV_en.srt | 3.76 KB | ||
| 022 Coding Exercise 2.mp4 | 24.07 MB | ||
| 022 Coding Exercise 2_en.srt | 10.05 KB | ||
| 023 Data Types in Action.mp4 | 14.6 MB | ||
| 023 Data Types in Action_en.srt | 7.49 KB | ||
| 024 The Data Type Hierarchy (Theory).mp4 | 5.24 MB | ||
| 024 The Data Type Hierarchy (Theory)_en.srt | 4.47 KB | ||
| 025 Excursus Dynamic Typing in Python.mp4 | 2.93 MB | ||
| 025 Excursus Dynamic Typing in Python_en.srt | 2.12 KB | ||
| 026 Build-in Functions.mp4 | 14.62 MB | ||
| 026 Build-in Functions_en.srt | 7.69 KB | ||
| 027 Integers.mp4 | 6.04 MB | ||
| 027 Integers_en.srt | 3.98 KB | ||
| 028 Floats.mp4 | 12.61 MB | ||
| 028 Floats_en.srt | 6.87 KB | ||
| 029 How to round Floats (and Integers) with round().mp4 | 10.77 MB | ||
| 029 How to round Floats (and Integers) with round()_en.srt | 6.47 KB | ||
| 030 More on Lists.mp4 | 13.49 MB | ||
| 030 More on Lists_en.srt | 6.55 KB | ||
| 031 Lists and Element-wise Operations.mp4 | 10.29 MB | ||
| 031 Lists and Element-wise Operations_en.srt | 5.38 KB | ||
| 032 Slicing Lists.mp4 | 9.25 MB | ||
| 032 Slicing Lists_en.srt | 5.06 KB | ||
| 033 Slicing Cheat Sheet.html | 108 B | ||
| 033 Slicing-cheatsheet.pdf | 105.28 KB | ||
| 034 Changing Elements in Lists.mp4 | 6.99 MB | ||
| 034 Changing Elements in Lists_en.srt | 3.36 KB | ||
| 035 Sorting and Reversing Lists.mp4 | 7.21 MB | ||
| 035 Sorting and Reversing Lists_en.srt | 4.57 KB | ||
| 036 Adding and removing Elements fromto Lists.mp4 | 23.63 MB | ||
| 036 Adding and removing Elements fromto Lists_en.srt | 11.62 KB | ||
| 037 Mutable vs. immutable Objects (Part 1).mp4 | 19.29 MB | ||
| 037 Mutable vs. immutable Objects (Part 1)_en.srt | 10.88 KB | ||
| 038 Mutable vs. immutable Objects (Part 2).mp4 | 13.03 MB | ||
| 038 Mutable vs. immutable Objects (Part 2)_en.srt | 6.06 KB | ||
| 039 Coding Exercise 3.mp4 | 43.05 MB | ||
| 039 Coding Exercise 3_en.srt | 13.29 KB | ||
| 040 Tuples.mp4 | 17.02 MB | ||
| 040 Tuples_en.srt | 8.42 KB | ||
| 041 Dictionaries.mp4 | 17.88 MB | ||
| 041 Dictionaries_en.srt | 8.1 KB | ||
| 042 Intro to Strings.mp4 | 32.73 MB | ||
| 042 Intro to Strings_en.srt | 10.26 KB | ||
| 043 String Replacement.mp4 | 9.28 MB | ||
| 043 String Replacement_en.srt | 4.9 KB | ||
| 044 Booleans.mp4 | 5.16 MB | ||
| 044 Booleans_en.srt | 3.01 KB | ||
| 045 Operators (Theory).mp4 | 6.21 MB | ||
| 045 Operators (Theory)_en.srt | 5.35 KB | ||
| 046 Comparison, Logical and Membership Operators in Action.mp4 | 20.94 MB | ||
| 046 Comparison, Logical and Membership Operators in Action_en.srt | 9.83 KB | ||
| 047 Coding Exercise 4.mp4 | 36.73 MB | ||
| 047 Coding Exercise 4_en.srt | 11.09 KB | ||
| 048 Conditional Statements.mp4 | 22.19 MB | ||
| 048 Conditional Statements_en.srt | 10.63 KB | ||
| 049 Keywords pass, continue and break.mp4 | 19.95 MB | ||
| 049 Keywords pass, continue and break_en.srt | 11.72 KB | ||
| 050 Calculate a Project´s Payback Period.mp4 | 12.43 MB | ||
| 050 Calculate a Project´s Payback Period_en.srt | 5.62 KB | ||
| 051 Introduction to while loops.mp4 | 20.05 MB | ||
| 051 Introduction to while loops_en.srt | 9.08 KB | ||
| 052 Coding Exercise 5.html | 156 B | ||
| 26 - Appendix 2 User-defined Functions | |||
| 001 Defining your first user-defined Function.mp4 | 22.21 MB | ||
| 001 Defining your first user-defined Function_en.srt | 7.43 KB | ||
| 002 What´s the difference between Positional Arguments vs. Keyword Arguments.mp4 | 29.3 MB | ||
| 002 What´s the difference between Positional Arguments vs. Keyword Arguments_en.srt | 7.49 KB | ||
| 003 How to work with Default Arguments.mp4 | 18.41 MB | ||
| 003 How to work with Default Arguments_en.srt | 7.01 KB | ||
| 004 The Default Argument None.mp4 | 18.2 MB | ||
| 004 The Default Argument None_en.srt | 7.81 KB | ||
| 005 How to unpack Iterables.mp4 | 12.5 MB | ||
| 005 How to unpack Iterables_en.srt | 5.49 KB | ||
| 006 Sequences as arguments and args.mp4 | 21.25 MB | ||
| 006 Sequences as arguments and args_en.srt | 6.39 KB | ||
| 007 How to return many results.mp4 | 5.93 MB | ||
| 007 How to return many results_en.srt | 3.28 KB | ||
| 008 Scope - easily explained.mp4 | 22.56 MB | ||
| 008 Scope - easily explained_en.srt | 10.04 KB | ||
| 009 Coding Exercise 6.html | 154 B | ||
| 27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course | |||
| 001 Modules, Packages and Libraries - No need to reinvent the Wheel.mp4 | 20.77 MB | ||
| 002 Numpy Arrays.mp4 | 21.41 MB | ||
| 002 Numpy Arrays_en.srt | 9.45 KB | ||
| 003 Indexing and Slicing Numpy Arrays.mp4 | 6.58 MB | ||
| 003 Indexing and Slicing Numpy Arrays_en.srt | 3.31 KB | ||
| 004 Vectorized Operations with Numpy Arrays.mp4 | 12.1 MB | ||
| 004 Vectorized Operations with Numpy Arrays_en.srt | 4.67 KB | ||
| 005 Changing Elements in Numpy Arrays & Mutability.mp4 | 19.38 MB | ||
| 005 Changing Elements in Numpy Arrays & Mutability_en.srt | 6.77 KB | ||
| 006 View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4 | 10.73 MB | ||
| 006 View vs. copy - potential Pitfalls when slicing Numpy Arrays_en.srt | 5.74 KB | ||
| 007 Numpy Array Methods and Attributes.mp4 | 10.85 MB | ||
| 007 Numpy Array Methods and Attributes_en.srt | 5.99 KB | ||
| 008 Numpy Universal Functions.mp4 | 8.94 MB | ||
| 008 Numpy Universal Functions_en.srt | 4.7 KB | ||
| 009 Boolean Arrays and Conditional Filtering.mp4 | 9.68 MB | ||
| 009 Boolean Arrays and Conditional Filtering_en.srt | 5.74 KB | ||
| 010 Advanced Filtering & Bitwise Operators.mp4 | 18.54 MB | ||
| 010 Advanced Filtering & Bitwise Operators_en.srt | 7.42 KB | ||
| 011 Determining a Project´s Payback Period with np.where().mp4 | 13.49 MB | ||
| 011 Determining a Project´s Payback Period with np.where()_en.srt | 5.9 KB | ||
| 012 Creating Numpy Arrays from Scratch.mp4 | 28.13 MB | ||
| 012 Creating Numpy Arrays from Scratch_en.srt | 6.46 KB | ||
| 013 Coding Exercise 7.html | 156 B | ||
| 014 How to work with nested Lists.mp4 | 9.49 MB | ||
| 014 How to work with nested Lists_en.srt | 5.5 KB | ||
| 015 2-dimensional Numpy Arrays.mp4 | 10.65 MB | ||
| 015 2-dimensional Numpy Arrays_en.srt | 4.71 KB | ||
| 016 How to slice 2-dim Numpy Arrays (Part 1).mp4 | 22.83 MB | ||
| 016 How to slice 2-dim Numpy Arrays (Part 1)_en.srt | 7.09 KB | ||
| 017 How to slice 2-dim Numpy Arrays (Part 2).mp4 | 4.57 MB | ||
| 017 How to slice 2-dim Numpy Arrays (Part 2)_en.srt | 2.54 KB | ||
| 018 Recap Changing Elements in a Numpy Array slice.mp4 | 10.9 MB | ||
| 018 Recap Changing Elements in a Numpy Array slice_en.srt | 4.43 KB | ||
| 019 How to perform row-wise and column-wise Operations.mp4 | 15.05 MB | ||
| 019 How to perform row-wise and column-wise Operations_en.srt | 5.54 KB | ||
| 020 Coding Exercise 8.html | 156 B | ||
| 021 Intro to Tabular Data Pandas.mp4 | 10.58 MB | ||
| 021 Intro to Tabular Data Pandas_en.srt | 5.65 KB | ||
| 022 Create your very first Pandas DataFrame (from csv).mp4 | 58.75 MB | ||
| 022 Create your very first Pandas DataFrame (from csv)_en.srt | 10.66 KB | ||
| 023 Pandas Display Options and the methods head() & tail().mp4 | 29.96 MB | ||
| 023 Pandas Display Options and the methods head() & tail()_en.srt | 8.01 KB | ||
| 024 First Data Inspection.mp4 | 43.56 MB | ||
| 024 First Data Inspection_en.srt | 14.57 KB | ||
| 025 Coding Exercise 9.html | 157 B | ||
| 026 Selecting Columns.mp4 | 20.78 MB | ||
| 026 Selecting Columns_en.srt | 6.45 KB | ||
| 027 Selecting one Column with the dot notation.mp4 | 4.38 MB | ||
| 027 Selecting one Column with the dot notation_en.srt | 2.84 KB | ||
| 028 Zero-based Indexing and Negative Indexing.mp4 | 6.12 MB | ||
| 028 Zero-based Indexing and Negative Indexing_en.srt | 4.03 KB | ||
| 029 Selecting Rows with iloc (position-based indexing).mp4 | 61.29 MB | ||
| 029 Selecting Rows with iloc (position-based indexing)_en.srt | 11.71 KB | ||
| 030 Slicing Rows and Columns with iloc (position-based indexing).mp4 | 13.23 MB | ||
| 030 Slicing Rows and Columns with iloc (position-based indexing)_en.srt | 5.41 KB | ||
| 031 Position-based Indexing Cheat Sheets.html | 440 B | ||
| 031 pandas-iloc.pdf | 72 KB | ||
| 032 Selecting Rows with loc (label-based indexing).mp4 | 20.18 MB | ||
| 032 Selecting Rows with loc (label-based indexing)_en.srt | 3.84 KB | ||
| 033 Slicing Rows and Columns with loc (label-based indexing).mp4 | 67.3 MB | ||
| 033 Slicing Rows and Columns with loc (label-based indexing)_en.srt | 11.6 KB | ||
| 034 Label-based Indexing Cheat Sheets.html | 701 B | ||
| 034 Pandas-loc.pdf | 67.8 KB | ||
| 035 Summary, Best Practices and Outlook.mp4 | 30.98 MB | ||
| 035 Summary, Best Practices and Outlook_en.srt | 7.98 KB | ||
| 036 Coding Exercise 10.html | 157 B | ||
| 037 First Steps with Pandas Series.mp4 | 14.48 MB | ||
| 037 First Steps with Pandas Series_en.srt | 4.92 KB | ||
| 040 The copy() method.mp4 | 15.95 MB | ||
| 040 The copy() method_en.srt | 5.43 KB | ||
| 041 Sorting of Series and Introduction to the inplace - parameter.mp4 | 17.31 MB | ||
| 042 First Steps with Pandas Index Objects.mp4 | 27.17 MB | ||
| 042 First Steps with Pandas Index Objects_en.srt | 6.91 KB | ||
| 043 Changing Row Index with set_index() and reset_index().mp4 | 58.74 MB | ||
| 043 Changing Row Index with set_index() and reset_index()_en.srt | 12.23 KB | ||
| 044 Changing Column Labels.mp4 | 10.49 MB | ||
| 044 Changing Column Labels_en.srt | 3.92 KB | ||
| 045 Renaming Index & Column Labels with rename().mp4 | 21.06 MB | ||
| 045 Renaming Index & Column Labels with rename()_en.srt | 4.76 KB | ||
| 046 Filtering DataFrames (one Condition).mp4 | 23.87 MB | ||
| 046 Filtering DataFrames (one Condition)_en.srt | 12.86 KB | ||
| 047 Filtering DataFrames by many Conditions (AND).mp4 | 10.07 MB | ||
| 047 Filtering DataFrames by many Conditions (AND)_en.srt | 5.47 KB | ||
| 048 Filtering DataFrames by many Conditions (OR).mp4 | 13.1 MB | ||
| 048 Filtering DataFrames by many Conditions (OR)_en.srt | 5.67 KB | ||
| 049 Advanced Filtering with between(), isin() and ~.mp4 | 41.86 MB | ||
| 049 Advanced Filtering with between(), isin() and ~_en.srt | 9.33 KB | ||
| 050 Intro to NA Values missing Values.mp4 | 24.04 MB | ||
| 050 Intro to NA Values missing Values_en.srt | 11.02 KB | ||
| 051 Handling NA Values missing Values.mp4 | 34.16 MB | ||
| 051 Handling NA Values missing Values_en.srt | 13.25 KB | ||
| 052 Exporting DataFrames to csv.mp4 | 6.1 MB | ||
| 052 Exporting DataFrames to csv_en.srt | 2.68 KB | ||
| 053 Summary Statistics and Accumulations.mp4 | 22.61 MB | ||
| 053 Summary Statistics and Accumulations_en.srt | 11.97 KB | ||
| 054 Visualization with Matplotlib (Intro).mp4 | 51.68 MB | ||
| 054 Visualization with Matplotlib (Intro)_en.srt | 10.98 KB | ||
| 055 Customization of Plots.mp4 | 65.85 MB | ||
| 055 Customization of Plots_en.srt | 14.57 KB | ||
| 056 Histogramms (Part 1).mp4 | 10.98 MB | ||
| 056 Histogramms (Part 1)_en.srt | 5.43 KB | ||
| 057 Histogramms (Part 2).mp4 | 15.36 MB | ||
| 057 Histogramms (Part 2)_en.srt | 8.04 KB | ||
| 058 Scatterplots.mp4 | 17.47 MB | ||
| 058 Scatterplots_en.srt | 8.39 KB | ||
| 059 First Steps with Seaborn.mp4 | 12.08 MB | ||
| 059 First Steps with Seaborn_en.srt | 6.97 KB | ||
| 060 Categorical Seaborn Plots.mp4 | 55.74 MB | ||
| 060 Categorical Seaborn Plots_en.srt | 17.21 KB | ||
| 061 Seaborn Regression Plots.mp4 | 51.48 MB | ||
| 061 Seaborn Regression Plots_en.srt | 14.23 KB | ||
| 062 Seaborn Heatmaps.mp4 | 19.82 MB | ||
| 062 Seaborn Heatmaps_en.srt | 10.31 KB | ||
| 063 Removing Columns.mp4 | 18.18 MB | ||
| 063 Removing Columns_en.srt | 6.19 KB | ||
| 064 Introduction to GroupBy Operations.mp4 | 4.05 MB | ||
| 064 Introduction to GroupBy Operations_en.srt | 2.66 KB | ||
| 065 Understanding the GroupBy Object.mp4 | 19.83 MB | ||
| 065 Understanding the GroupBy Object_en.srt | 10.13 KB | ||
| 066 Splitting with many Keys.mp4 | 31.94 MB | ||
| 066 Splitting with many Keys_en.srt | 8.24 KB | ||
| 067 split-apply-combine.mp4 | 31.9 MB | ||
| 067 split-apply-combine_en.srt | 12.07 KB | ||
| GetFreeCourses.Co.url | 116 B | ||
| How you can help GetFreeCourses.Co.txt | 182 B | ||
| 28 - Appendix 4 Advanced Pandas Time Series Topics | |||
| 001 Helpful DatetimeIndex Attributes and Methods.mp4 | 28.5 MB | ||
| 001 Helpful DatetimeIndex Attributes and Methods_en.srt | 7.4 KB | ||
| 002 Filling NA Values with bfill, ffill and interpolation.mp4 | 36.19 MB | ||
| 002 Filling NA Values with bfill, ffill and interpolation_en.srt | 12.16 KB | ||
| 003 Timezones and Converting (Part 1).mp4 | 16.77 MB | ||
| 003 Timezones and Converting (Part 1)_en.srt | 5.4 KB | ||
| 004 Timezones and Converting (Part 2).mp4 | 26.48 MB | ||
| 004 Timezones and Converting (Part 2)_en.srt | 5.69 KB | ||
| 29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class | |||
| 001 Introduction to OOP and examples for Classes.mp4 | 54.98 MB | ||
| 001 Introduction to OOP and examples for Classes_en.srt | 12.67 KB | ||
| 002 The Financial Analysis Class live in action (Part 1).mp4 | 14.17 MB | ||
| 002 The Financial Analysis Class live in action (Part 1)_en.srt | 5.39 KB | ||
| 003 The Financial Analysis Class live in action (Part 2).mp4 | 12.25 MB | ||
| 003 The Financial Analysis Class live in action (Part 2)_en.srt | 4.28 KB | ||
| 004 The special method __init__().mp4 | 24.59 MB | ||
| 004 The special method __init__()_en.srt | 9.06 KB | ||
| 005 The method get_data().mp4 | 24.52 MB | ||
| 005 The method get_data()_en.srt | 6.9 KB | ||
| 006 The method log_returns().mp4 | 10.89 MB | ||
| 006 The method log_returns()_en.srt | 3.55 KB | ||
| 007 String representation and the special method __repr__().mp4 | 13.47 MB | ||
| 008 The methods plot_prices() and plot_returns().mp4 | 13.34 MB | ||
| 008 The methods plot_prices() and plot_returns()_en.srt | 6.12 KB | ||
| 009 Encapsulation and protected Attributes.mp4 | 19.23 MB | ||
| 009 Encapsulation and protected Attributes_en.srt | 4.56 KB | ||
| 010 The method set_ticker().mp4 | 19.39 MB | ||
| 010 The method set_ticker()_en.srt | 3.5 KB | ||
| 011 Adding more methods and performance metrics.mp4 | 20.95 MB | ||
| 011 Adding more methods and performance metrics_en.srt | 6.59 KB | ||
| 012 Inheritance.mp4 | 76.18 MB | ||
| 012 Inheritance_en.srt | 9.5 KB | ||
| 013 Inheritance and the super() Function.mp4 | 41.18 MB | ||
| 013 Inheritance and the super() Function_en.srt | 7.37 KB | ||
| 014 Adding meaningful Docstrings.mp4 | 39.16 MB | ||
| 014 Adding meaningful Docstrings_en.srt | 7.54 KB | ||
| 015 Creating and Importing Python Modules (.py).mp4 | 10.97 MB | ||
| 015 Creating and Importing Python Modules (.py)_en.srt | 4.63 KB | ||
| 016 Coding Exercise Create your own Class.mp4 | 20.15 MB | ||
| 016 Coding Exercise Create your own Class_en.srt | 8.73 KB | ||
| 30 - What´s next (outlook and additional resources) | |||
| 001 Bonus Lecture.html | 11.9 KB | ||
| Download Paid Udemy Courses For Free.url | 116 B | ||
| GetFreeCourses.Co.url | 116 B | ||
| How you can help GetFreeCourses.Co.txt | 182 B | ||
| ▲ 786 total files | |||
Cryptocurrency Algorithmic Trading with Python and Binance
Create powerful Trading Strategies and fully automated AWS Trading Bots for Bitcoin & co. | Spot and Futures Trading
Udemy Link - https://www.udemy.com/course/cryptocurrency-algorithmic-trading-with-python-and-binance/
Please seed as much as you can!
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
| 883.3 MB | SeedHash | 1 day | 4 | 1 | |
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