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GetFreeCourses.Co-Udemy-Cryptocurrency Algorithmic Trading with Python and Binance
magnet:?xt=urn:btih:aa407a2487966af78e018dd9942c714edb507819&dn=GetFreeCourses.Co-Udemy-Cryptocurrency Algorithmic Trading with Python and Binance
磁力链接详情
Hash值:
aa407a2487966af78e018dd9942c714edb507819
点击数:
119
文件大小:
9.38 GB
文件数量:
360
创建日期:
2022-11-10 05:45
最后访问:
2024-6-3 04:55
访问标签:
GetFreeCourses
Co-Udemy-Cryptocurrency
Algorithmic
Trading
with
Python
and
Binance
文件列表详情
01 - Getting Started/001 Welcome and Introduction.mp4 34.88 MB
01 - Getting Started/002 Did you know... (a Sneak Preview on Crypto Trading).mp4 33.11 MB
01 - Getting Started/003 How to get the best out of this course.mp4 35.79 MB
01 - Getting Started/006 Course Overview.mp4 46.26 MB
02 - +++ PART 1 Fundamentals of Trading, Binance and Python for Finance +++/001 PART 1 Overview.mp4 8.05 MB
03 - Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance/001 Investing vs. (Algorithmic) Trading.mp4 125.6 MB
03 - Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance/002 Asset Classes, Money and (Crypto-) Currencies.mp4 77.42 MB
03 - Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance/003 What is a Stable Coin.mp4 35.87 MB
03 - Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance/004 Why Trading Cryptocurrencies.mp4 32.46 MB
03 - Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance/005 Why using Binance.mp4 62.79 MB
03 - Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance/006 Alternative Exchanges (FTX, Kraken, etc.).mp4 29.91 MB
03 - Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance/007 Spot Trading vs. Derivatives (Futures) Trading (Part 1).mp4 50.24 MB
03 - Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance/008 Spot Trading vs. Derivatives (Futures) Trading (Part 2).mp4 72.52 MB
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
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/003 Registration and Identity Verification.mp4 12.53 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/004 How to instantly buy your first Cryptos.mp4 13.48 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/005 Deposits and Withdrawals (Part 1).mp4 18.54 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/006 Deposits and Withdrawals (Part 2).mp4 12.39 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/007 The first Spot Trade (buy Bitcoin).mp4 78.33 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/008 Trade Analysis and Trading FeesCommissions.mp4 51.6 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/009 Another Spot Trade (sell Bitcoin).mp4 15.59 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/010 Limit Orders vs. Market Orders.mp4 32.48 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/011 Take-Profit Orders.mp4 12.61 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/012 Stop-Loss Orders.mp4 30.24 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/013 The Order Book.mp4 23.92 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/014 Bid-Ask-Spread and Slippage.mp4 22.33 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/015 Total Costs of a Trade (visible vs. hidden Costs).mp4 16.19 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/016 Liquidity and Market Depth.mp4 22.04 MB
04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/017 Introduction to Charting and Technical Indicators.mp4 58.6 MB
05 - Installing Python and Jupyter Notebooks/001 Introduction.mp4 4.2 MB
05 - Installing Python and Jupyter Notebooks/002 Download and Install Anaconda.mp4 45.91 MB
05 - Installing Python and Jupyter Notebooks/003 How to open Jupyter Notebooks.mp4 44.35 MB
05 - Installing Python and Jupyter Notebooks/004 How to work with Jupyter Notebooks.mp4 41.58 MB
05 - Installing Python and Jupyter Notebooks/005 Tips for Python Beginners.mp4 4.5 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/001 Introduction.mp4 7.06 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/002 Test your debugging skills!.mp4 32.3 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/003 Major reasons for Coding Errors.mp4 2.38 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/004 The most commonly made Errors at a glance.mp4 31.21 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/005 Omitting cells, changing the sequence and more.mp4 37.53 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/006 IndexErrors.mp4 24.47 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/007 Indentation Errors.mp4 6.79 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/008 Misuse of function names and keywords.mp4 7.48 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/009 TypeErrors and ValueErrors.mp4 11.35 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/010 Getting help on StackOverflow.com.mp4 32.92 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/011 How to traceback more complex Errors.mp4 68.18 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/012 Problems with the Python Installation.mp4 18.16 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/013 External Factors and Issues.mp4 8.05 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/014 Errors related to the course content (Transcription Errors).mp4 7.21 MB
06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/015 Summary and Debugging Flow-Chart.mp4 12.21 MB
07 - Trading with Python and the Binance API - an Introduction/001 Overview.mp4 14.25 MB
07 - Trading with Python and the Binance API - an Introduction/002 Getting the API Key & other Preparations.mp4 15.22 MB
07 - Trading with Python and the Binance API - an Introduction/004 How to install the Binance API Wrapper.mp4 5.45 MB
07 - Trading with Python and the Binance API - an Introduction/005 Connecting to the APIServer.mp4 23.08 MB
07 - Trading with Python and the Binance API - an Introduction/008 Retrieving general accountsystem Info (Part 1).mp4 59.28 MB
07 - Trading with Python and the Binance API - an Introduction/009 Retrieving general accountsystem Info (Part 2).mp4 41.32 MB
07 - Trading with Python and the Binance API - an Introduction/010 Getting (current) Market Data.mp4 54.81 MB
07 - Trading with Python and the Binance API - an Introduction/011 How to load Historical Price & Volume Data (Part 1).mp4 50.55 MB
07 - Trading with Python and the Binance API - an Introduction/012 How to load Historical Price & Volume Data (Part 2).mp4 84.12 MB
07 - Trading with Python and the Binance API - an Introduction/013 Excursus Loading Historical Data (csv) from the Website.mp4 37.07 MB
07 - Trading with Python and the Binance API - an Introduction/014 Streaming real-time Market Data (Part 1).mp4 51.06 MB
07 - Trading with Python and the Binance API - an Introduction/016 Streaming real-time Market Data (Part 2).mp4 8.95 MB
07 - Trading with Python and the Binance API - an Introduction/017 Streaming and collecting real-time Candles.mp4 59.7 MB
07 - Trading with Python and the Binance API - an Introduction/018 Placing a Test Order.mp4 10.55 MB
07 - Trading with Python and the Binance API - an Introduction/019 The Binance Spot Test Network.mp4 10.94 MB
07 - Trading with Python and the Binance API - an Introduction/020 Creating a Connection to the Spot Testnet.mp4 11.25 MB
07 - Trading with Python and the Binance API - an Introduction/021 Spot Testnet API - Overview.mp4 39.95 MB
07 - Trading with Python and the Binance API - an Introduction/022 Placing a Market Buy Order.mp4 68.47 MB
07 - Trading with Python and the Binance API - an Introduction/023 Placing a Market Sell Order.mp4 12.5 MB
07 - Trading with Python and the Binance API - an Introduction/024 Placing Limit Orders.mp4 39.34 MB
07 - Trading with Python and the Binance API - an Introduction/025 Reporting Getting all (historical) Orders and Trades.mp4 22.45 MB
07 - Trading with Python and the Binance API - an Introduction/026 How to create & run a first (simple) Trading Bot.mp4 25.55 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/001 Introduction and Overview.mp4 23.32 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/002 Installing and importing required LibrariesPackages.mp4 5.55 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/003 Loading Financial Data from the Web.mp4 69.35 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/004 Initial Inspection and Visualization.mp4 74.45 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/006 Normalizing Time Series to a Base Value (100).mp4 34.7 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/007 Coding Challenge #1.mp4 37.45 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/008 Price changes and Financial Returns.mp4 32.4 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/009 Reward and Risk of Financial Instruments.mp4 18.82 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/011 Investment Multiple and CAGR.mp4 34.4 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/012 Compound Returns & Geometric Mean Return.mp4 22.8 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/014 Discrete Compounding.mp4 55.16 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/015 Continuous Compounding.mp4 30.66 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/016 Log Returns.mp4 5.92 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/017 Simple Returns vs Log Returns ( Part 1).mp4 20.72 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/018 Simple Returns vs Log Returns ( Part 2).mp4 19.26 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/020 Comparing the Performance of Financial Instruments.mp4 50.54 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/021 (Non-) Normality of Financial Returns.mp4 65.64 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/022 Annualizing Return and Risk.mp4 15.27 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/023 Resampling Smoothing of Financial Data.mp4 27.82 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/024 Rolling Statistics.mp4 33.95 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/026 Short Selling and Short Position Returns (Part 1).mp4 8.26 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/027 Introduction to Currencies (Forex) and Trading.mp4 37.02 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/028 Short Selling and Short Position Returns (Part 2).mp4 16.43 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/029 Short Selling and Short Position Returns (Part 3).mp4 21.83 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/031 Covariance and Correlation.mp4 38.21 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/032 Portfolios and Portfolio Returns.mp4 14.55 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/033 Margin Trading and Levered Returns (Part 1).mp4 12.7 MB
08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/034 Margin Trading and Levered Returns (Part 2).mp4 46.34 MB
09 - +++ PART 2 Algorithmic Trading Spot Trading +++/001 Overview.mp4 10.78 MB
10 - What is a Trading Strategy/001 Trading Strategies - Overview.mp4 43.54 MB
10 - What is a Trading Strategy/003 Trading Strategies for Cryptocurrencies (best practices).mp4 23.83 MB
10 - What is a Trading Strategy/004 How to create your own Trading Strategies.mp4 42.88 MB
10 - What is a Trading Strategy/006 Getting the Data.mp4 22.74 MB
10 - What is a Trading Strategy/007 Financial Data Analysis Visual Inspection.mp4 13.44 MB
10 - What is a Trading Strategy/008 A simple Buy and Hold Strategy.mp4 12.93 MB
10 - What is a Trading Strategy/009 Performance Measurement.mp4 13.86 MB
11 - A Long-only Strategy based on Price & Volume Data/001 Introduction.mp4 13.95 MB
11 - A Long-only Strategy based on Price & Volume Data/002 Data Preparation.mp4 28.26 MB
11 - A Long-only Strategy based on Price & Volume Data/003 Explanatory Data Analysis Financial Returns and Trading Volume (Part 1).mp4 54.44 MB
11 - A Long-only Strategy based on Price & Volume Data/004 Explanatory Data Analysis Financial Returns and Trading Volume (Part 2).mp4 30 MB
11 - A Long-only Strategy based on Price & Volume Data/005 Formulating a Long-only Strategy based on Price & Volume Data.mp4 28.42 MB
11 - A Long-only Strategy based on Price & Volume Data/006 Strategy Backtesting.mp4 41.17 MB
11 - A Long-only Strategy based on Price & Volume Data/007 Trading Costs.mp4 46.33 MB
12 - Strategy Optimization and Forward Testing/002 Getting started.mp4 8.07 MB
12 - Strategy Optimization and Forward Testing/003 Strategy Optimization (Part 1).mp4 58.9 MB
12 - Strategy Optimization and Forward Testing/004 Strategy Optimization (Part 2).mp4 9.44 MB
12 - Strategy Optimization and Forward Testing/005 Putting everything together a Backtester Class.mp4 59.71 MB
12 - Strategy Optimization and Forward Testing/006 Backtesting & Forward Testing (Part 1).mp4 25.78 MB
12 - Strategy Optimization and Forward Testing/007 Backtesting & Forward Testing (Part 2).mp4 19.96 MB
12 - Strategy Optimization and Forward Testing/008 The Backtester Class explained (Part 1).mp4 15.04 MB
12 - Strategy Optimization and Forward Testing/009 The Backtester Class explained (Part 2).mp4 13.68 MB
12 - Strategy Optimization and Forward Testing/010 The Backtester Class explained (Part 3).mp4 13.3 MB
12 - Strategy Optimization and Forward Testing/011 The Backtester Class explained (Part 4).mp4 24.85 MB
13 - Implementation and Automation of Trading Strategies with Binance/002 Getting started.mp4 3.98 MB
13 - Implementation and Automation of Trading Strategies with Binance/004 Recap Streaming and Collecting Real-Time Candles.mp4 24.75 MB
13 - Implementation and Automation of Trading Strategies with Binance/005 Creating the LongOnlyTrader Class.mp4 32.05 MB
13 - Implementation and Automation of Trading Strategies with Binance/006 Working with historical data and real-time data (Part 1).mp4 26.49 MB
13 - Implementation and Automation of Trading Strategies with Binance/007 Working with historical data and real-time data (Part 2).mp4 14.79 MB
13 - Implementation and Automation of Trading Strategies with Binance/008 Adding a Long-Only Trading Strategy.mp4 49.19 MB
13 - Implementation and Automation of Trading Strategies with Binance/009 Placing Orders and Executing Trades.mp4 53.39 MB
13 - Implementation and Automation of Trading Strategies with Binance/010 Trade Monitoring and Reporting.mp4 71.73 MB
13 - Implementation and Automation of Trading Strategies with Binance/011 How to setautomate the stop of a Trading Session.mp4 32.81 MB
14 - A Long-Short Trading Strategy A-Z/001 Introduction.mp4 34.37 MB
14 - A Long-Short Trading Strategy A-Z/002 Getting started.mp4 10.21 MB
14 - A Long-Short Trading Strategy A-Z/003 Recap Explanatory Data Analysis and generating a Trading Idea.mp4 5.72 MB
14 - A Long-Short Trading Strategy A-Z/004 Defining the Long-Short Strategy.mp4 21.2 MB
14 - A Long-Short Trading Strategy A-Z/005 A Long-Short Backtesting Framework.mp4 36.14 MB
14 - A Long-Short Trading Strategy A-Z/006 Strategy Backtesting.mp4 27.25 MB
14 - A Long-Short Trading Strategy A-Z/007 A Long-Short Trading Framework.mp4 47.92 MB
14 - A Long-Short Trading Strategy A-Z/008 Implementing and Automating a Long-Short Trading Strategy.mp4 33.97 MB
14 - A Long-Short Trading Strategy A-Z/010 Preview Running a Python Trader Script.mp4 47.56 MB
15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/001 Introduction and Motivation.mp4 9.48 MB
15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/002 Demonstration AWS EC2 for Algorithmic Trading live in action.mp4 0 字节
15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/003 Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.mp4 0 字节
15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/004 How to create an EC2 Instance.mp4 55.64 MB
15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/005 How to connect to your EC2 Instance.mp4 26.53 MB
15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/007 Getting the Instance Ready for Algorithmic Trading.mp4 10.31 MB
15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/008 How to run Python Scripts in a Windows Command Prompt.mp4 12.13 MB
15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/010 How to start Trading sessions with Batch (.bat) Files.mp4 12.19 MB
15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/011 How to schedule Trading sessions with the Task Scheduler.mp4 21.51 MB
16 - Ultimate Homework Challenge Create, Test and Implement your Strategy!/001 Introduction.mp4 39.97 MB
16 - Ultimate Homework Challenge Create, Test and Implement your Strategy!/003 The Solution explained (Part 1).mp4 20.04 MB
16 - Ultimate Homework Challenge Create, Test and Implement your Strategy!/004 The Solution explained (Part 2).mp4 36.48 MB
16 - Ultimate Homework Challenge Create, Test and Implement your Strategy!/005 The Solution explained (Part 3).mp4 17.87 MB
17 - +++ PART 3 Algorithmic Trading Futures Trading +++/001 Overview.mp4 56.65 MB
18 - Futures Trading on Binance A-Z/001 Creating an account on Binance Futures Testnet.mp4 3.11 MB
18 - Futures Trading on Binance A-Z/002 First Steps.mp4 22.01 MB
18 - Futures Trading on Binance A-Z/003 The first Futures Trade (Long).mp4 81.37 MB
18 - Futures Trading on Binance A-Z/004 Trade Analysis.mp4 41.24 MB
18 - Futures Trading on Binance A-Z/005 A trade with Leverage.mp4 28.91 MB
18 - Futures Trading on Binance A-Z/006 The impact of Leverage.mp4 19.08 MB
18 - Futures Trading on Binance A-Z/007 A Short Trade.mp4 30.47 MB
18 - Futures Trading on Binance A-Z/008 Margin Requirements and Liquidation (Part 1).mp4 64.55 MB
18 - Futures Trading on Binance A-Z/009 Margin Requirements and Liquidation (Part 2).mp4 69.67 MB
18 - Futures Trading on Binance A-Z/010 Excursus The Futures Calculator.mp4 15.9 MB
18 - Futures Trading on Binance A-Z/011 How to add Stop Loss to an open position.mp4 16.49 MB
18 - Futures Trading on Binance A-Z/012 Stop Loss (SL) and Take Profit (TP) Orders.mp4 34.62 MB
18 - Futures Trading on Binance A-Z/013 Margin Mode Cross vs. Isolated.mp4 52.82 MB
18 - Futures Trading on Binance A-Z/014 Position Mode One-way (Netting) vs. Hedging.mp4 62.89 MB
18 - Futures Trading on Binance A-Z/015 How to work with many open positions.mp4 43.84 MB
18 - Futures Trading on Binance A-Z/016 Introduction to the Funding Rate.mp4 26.18 MB
18 - Futures Trading on Binance A-Z/017 The Funding Rate explained (Part 1).mp4 13.41 MB
18 - Futures Trading on Binance A-Z/018 The Funding Rate explained (Part 2).mp4 13.46 MB
18 - Futures Trading on Binance A-Z/019 The Funding Rate explained (Part 3).mp4 10.5 MB
18 - Futures Trading on Binance A-Z/020 The Funding Rate live in action.mp4 21.16 MB
19 - Backtesting Futures Trading Strategies with Leverage/001 Introduction.mp4 40.8 MB
19 - Backtesting Futures Trading Strategies with Leverage/002 Getting the Data.mp4 5 MB
19 - Backtesting Futures Trading Strategies with Leverage/003 Backtesting without Leverage and Trading Costs in the Futures Market.mp4 36.48 MB
19 - Backtesting Futures Trading Strategies with Leverage/004 Recap Leverage and levered Returns.mp4 2.75 MB
19 - Backtesting Futures Trading Strategies with Leverage/005 Levered Returns a more realistic approach.mp4 57.92 MB
19 - Backtesting Futures Trading Strategies with Leverage/006 The Futures Backtesting Class live in action.mp4 20.64 MB
19 - Backtesting Futures Trading Strategies with Leverage/007 How to adjust the Framework to (levered) Futures Trading.mp4 58.12 MB
19 - Backtesting Futures Trading Strategies with Leverage/008 The impact of Leverage on Trading Performance.mp4 18.44 MB
20 - Implementing and automating Futures Trading on Binance/001 Introduction and Preparations.mp4 17.12 MB
20 - Implementing and automating Futures Trading on Binance/002 The Binance Futures API.mp4 83.02 MB
20 - Implementing and automating Futures Trading on Binance/003 How to change Settings and Modes.mp4 44.09 MB
20 - Implementing and automating Futures Trading on Binance/004 Placing Market Orders (Part 1).mp4 57.82 MB
20 - Implementing and automating Futures Trading on Binance/005 Trade Analysis - Trade and Income History.mp4 38.13 MB
20 - Implementing and automating Futures Trading on Binance/006 Placing Market Orders (Part 2).mp4 14.62 MB
20 - Implementing and automating Futures Trading on Binance/007 Getting Historical Futures Market Data.mp4 32.53 MB
20 - Implementing and automating Futures Trading on Binance/008 Streaming Future Prices in real-time.mp4 24.36 MB
20 - Implementing and automating Futures Trading on Binance/009 A Futures Trading Bot (Part 1).mp4 39.93 MB
20 - Implementing and automating Futures Trading on Binance/010 A Futures Trading Bot (Part 2).mp4 34.28 MB
22 - API Trading with CCXT/001 Introduction.mp4 43.99 MB
22 - API Trading with CCXT/002 Preparations.mp4 10.25 MB
22 - API Trading with CCXT/003 First Steps with CCXT.mp4 45.66 MB
22 - API Trading with CCXT/004 General Exchange Information.mp4 21.27 MB
22 - API Trading with CCXT/005 The Public API.mp4 34.49 MB
22 - API Trading with CCXT/006 Loading Historical Data (Part 1).mp4 70.84 MB
22 - API Trading with CCXT/007 Loading Historical Data (Part 2).mp4 19.46 MB
22 - API Trading with CCXT/008 Streaming real-time Data (Part 1).mp4 17.22 MB
22 - API Trading with CCXT/009 Introduction to Multithreaded Programming.mp4 11.31 MB
22 - API Trading with CCXT/010 Streaming real-time Data (Part 2).mp4 9.95 MB
22 - API Trading with CCXT/011 Streaming real-time Data (Part 3).mp4 13.05 MB
22 - API Trading with CCXT/012 Getting Historical Data and Streaming live Data.mp4 29.33 MB
22 - API Trading with CCXT/013 The Private API.mp4 19 MB
22 - API Trading with CCXT/014 How to connect to Testnets (Sandbox mode).mp4 9.34 MB
22 - API Trading with CCXT/015 Creating Orders and analyzing Trades (Spot).mp4 27.52 MB
22 - API Trading with CCXT/016 Creating Orders and analyzing Trades (Futures).mp4 55.94 MB
22 - API Trading with CCXT/017 A CCXT Spot Trading Bot.mp4 66.79 MB
22 - API Trading with CCXT/018 Excursus Generalization.mp4 23.96 MB
22 - API Trading with CCXT/019 A CCXT Futures Trading Bot.mp4 37.94 MB
23 - API Trading with FTX/001 Introduction.mp4 22.76 MB
23 - API Trading with FTX/003 Creating accounts on FTX.com and FTX.us.mp4 19.58 MB
23 - API Trading with FTX/004 FTX and CCXT - an Overview.mp4 31.68 MB
23 - API Trading with FTX/005 What you should consider for Backtesting.mp4 37.26 MB
23 - API Trading with FTX/006 An FTX Spot Trading Bot.mp4 30.21 MB
23 - API Trading with FTX/007 Futures Trading on FTX.mp4 56.34 MB
23 - API Trading with FTX/008 An FTX Futures Trading Bot.mp4 42.44 MB
24 - +++ APPENDIX Python Crash Course +++/001 Introduction and Overview.mp4 6.13 MB
25 - Appendix 1 Python (& Finance) Basics/001 Intro to the Time Value of Money (TVM) Concept (Theory).mp4 8.47 MB
25 - Appendix 1 Python (& Finance) Basics/002 Calculate Future Values (FV) with Python Compounding.mp4 7.05 MB
25 - Appendix 1 Python (& Finance) Basics/003 Calculate Present Values (FV) with Python Discounting.mp4 10.05 MB
25 - Appendix 1 Python (& Finance) Basics/004 Interest Rates and Returns (Theory).mp4 7.04 MB
25 - Appendix 1 Python (& Finance) Basics/005 Calculate Interest Rates and Returns with Python.mp4 8.97 MB
25 - Appendix 1 Python (& Finance) Basics/006 Introduction to Variables.mp4 11.07 MB
25 - Appendix 1 Python (& Finance) Basics/007 Excursus How to add inline comments.mp4 5.81 MB
25 - Appendix 1 Python (& Finance) Basics/008 Variables and Memory (Theory).mp4 2.78 MB
25 - Appendix 1 Python (& Finance) Basics/009 More on Variables and Memory.mp4 12.75 MB
25 - Appendix 1 Python (& Finance) Basics/010 Variables - Dos, Don´ts and Conventions.mp4 9.73 MB
25 - Appendix 1 Python (& Finance) Basics/011 The print() Function.mp4 9.07 MB
25 - Appendix 1 Python (& Finance) Basics/012 Coding Exercise 1.mp4 37.38 MB
25 - Appendix 1 Python (& Finance) Basics/013 TVM Problems with many Cashflows.mp4 5.9 MB
25 - Appendix 1 Python (& Finance) Basics/014 Intro to Python Lists.mp4 4.16 MB
25 - Appendix 1 Python (& Finance) Basics/015 Zero-based Indexing and negative Indexing in Python (Theory).mp4 3.77 MB
25 - Appendix 1 Python (& Finance) Basics/016 Indexing Lists.mp4 8 MB
25 - Appendix 1 Python (& Finance) Basics/017 For Loops - Iterating over Lists.mp4 17.15 MB
25 - Appendix 1 Python (& Finance) Basics/018 The range Object - another Iterable.mp4 9.47 MB
25 - Appendix 1 Python (& Finance) Basics/019 Calculate FV and PV for many Cashflows.mp4 17.86 MB
25 - Appendix 1 Python (& Finance) Basics/020 The Net Present Value - NPV (Theory).mp4 15.39 MB
25 - Appendix 1 Python (& Finance) Basics/021 Calculate an Investment Project´s NPV.mp4 8.01 MB
25 - Appendix 1 Python (& Finance) Basics/022 Coding Exercise 2.mp4 24.07 MB
25 - Appendix 1 Python (& Finance) Basics/023 Data Types in Action.mp4 14.6 MB
25 - Appendix 1 Python (& Finance) Basics/024 The Data Type Hierarchy (Theory).mp4 5.24 MB
25 - Appendix 1 Python (& Finance) Basics/025 Excursus Dynamic Typing in Python.mp4 2.93 MB
25 - Appendix 1 Python (& Finance) Basics/026 Build-in Functions.mp4 14.62 MB
25 - Appendix 1 Python (& Finance) Basics/027 Integers.mp4 6.04 MB
25 - Appendix 1 Python (& Finance) Basics/028 Floats.mp4 12.61 MB
25 - Appendix 1 Python (& Finance) Basics/029 How to round Floats (and Integers) with round().mp4 10.77 MB
25 - Appendix 1 Python (& Finance) Basics/030 More on Lists.mp4 13.49 MB
25 - Appendix 1 Python (& Finance) Basics/031 Lists and Element-wise Operations.mp4 10.29 MB
25 - Appendix 1 Python (& Finance) Basics/032 Slicing Lists.mp4 9.25 MB
25 - Appendix 1 Python (& Finance) Basics/034 Changing Elements in Lists.mp4 6.99 MB
25 - Appendix 1 Python (& Finance) Basics/035 Sorting and Reversing Lists.mp4 7.21 MB
25 - Appendix 1 Python (& Finance) Basics/036 Adding and removing Elements fromto Lists.mp4 23.63 MB
25 - Appendix 1 Python (& Finance) Basics/037 Mutable vs. immutable Objects (Part 1).mp4 19.29 MB
25 - Appendix 1 Python (& Finance) Basics/038 Mutable vs. immutable Objects (Part 2).mp4 13.03 MB
25 - Appendix 1 Python (& Finance) Basics/039 Coding Exercise 3.mp4 43.05 MB
25 - Appendix 1 Python (& Finance) Basics/040 Tuples.mp4 17.02 MB
25 - Appendix 1 Python (& Finance) Basics/041 Dictionaries.mp4 17.88 MB
25 - Appendix 1 Python (& Finance) Basics/042 Intro to Strings.mp4 32.73 MB
25 - Appendix 1 Python (& Finance) Basics/043 String Replacement.mp4 9.28 MB
25 - Appendix 1 Python (& Finance) Basics/044 Booleans.mp4 5.16 MB
25 - Appendix 1 Python (& Finance) Basics/045 Operators (Theory).mp4 6.21 MB
25 - Appendix 1 Python (& Finance) Basics/046 Comparison, Logical and Membership Operators in Action.mp4 20.94 MB
25 - Appendix 1 Python (& Finance) Basics/047 Coding Exercise 4.mp4 36.73 MB
25 - Appendix 1 Python (& Finance) Basics/048 Conditional Statements.mp4 22.19 MB
25 - Appendix 1 Python (& Finance) Basics/049 Keywords pass, continue and break.mp4 19.95 MB
25 - Appendix 1 Python (& Finance) Basics/050 Calculate a Project´s Payback Period.mp4 12.43 MB
25 - Appendix 1 Python (& Finance) Basics/051 Introduction to while loops.mp4 20.05 MB
26 - Appendix 2 User-defined Functions/001 Defining your first user-defined Function.mp4 22.21 MB
26 - Appendix 2 User-defined Functions/002 What´s the difference between Positional Arguments vs. Keyword Arguments.mp4 29.3 MB
26 - Appendix 2 User-defined Functions/003 How to work with Default Arguments.mp4 18.41 MB
26 - Appendix 2 User-defined Functions/004 The Default Argument None.mp4 18.2 MB
26 - Appendix 2 User-defined Functions/005 How to unpack Iterables.mp4 12.5 MB
26 - Appendix 2 User-defined Functions/006 Sequences as arguments and args.mp4 21.25 MB
26 - Appendix 2 User-defined Functions/007 How to return many results.mp4 5.93 MB
26 - Appendix 2 User-defined Functions/008 Scope - easily explained.mp4 22.56 MB
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
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/002 Numpy Arrays.mp4 21.41 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/003 Indexing and Slicing Numpy Arrays.mp4 6.58 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/004 Vectorized Operations with Numpy Arrays.mp4 12.1 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/005 Changing Elements in Numpy Arrays & Mutability.mp4 19.38 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/006 View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4 10.73 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/007 Numpy Array Methods and Attributes.mp4 10.85 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/008 Numpy Universal Functions.mp4 8.94 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/009 Boolean Arrays and Conditional Filtering.mp4 9.68 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/010 Advanced Filtering & Bitwise Operators.mp4 18.54 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/011 Determining a Project´s Payback Period with np.where().mp4 13.49 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/012 Creating Numpy Arrays from Scratch.mp4 28.13 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/014 How to work with nested Lists.mp4 9.49 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/015 2-dimensional Numpy Arrays.mp4 10.65 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/016 How to slice 2-dim Numpy Arrays (Part 1).mp4 22.83 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/017 How to slice 2-dim Numpy Arrays (Part 2).mp4 4.57 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/018 Recap Changing Elements in a Numpy Array slice.mp4 10.9 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/019 How to perform row-wise and column-wise Operations.mp4 15.05 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/021 Intro to Tabular Data Pandas.mp4 10.58 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/022 Create your very first Pandas DataFrame (from csv).mp4 58.75 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/023 Pandas Display Options and the methods head() & tail().mp4 29.96 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/024 First Data Inspection.mp4 43.56 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/026 Selecting Columns.mp4 20.78 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/027 Selecting one Column with the dot notation.mp4 4.38 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/028 Zero-based Indexing and Negative Indexing.mp4 6.12 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/029 Selecting Rows with iloc (position-based indexing).mp4 61.29 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/030 Slicing Rows and Columns with iloc (position-based indexing).mp4 13.23 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/032 Selecting Rows with loc (label-based indexing).mp4 20.18 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/033 Slicing Rows and Columns with loc (label-based indexing).mp4 67.3 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/035 Summary, Best Practices and Outlook.mp4 30.98 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/037 First Steps with Pandas Series.mp4 14.48 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/038 Analyzing Numerical Series with unique(), nunique() and value_counts().mp4 0 字节
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/039 Analyzing non-numerical Series with unique(), nunique(), value_counts().mp4 0 字节
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/040 The copy() method.mp4 15.95 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/041 Sorting of Series and Introduction to the inplace - parameter.mp4 17.31 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/042 First Steps with Pandas Index Objects.mp4 27.17 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/043 Changing Row Index with set_index() and reset_index().mp4 58.74 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/044 Changing Column Labels.mp4 10.49 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/045 Renaming Index & Column Labels with rename().mp4 21.06 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/046 Filtering DataFrames (one Condition).mp4 23.87 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/047 Filtering DataFrames by many Conditions (AND).mp4 10.07 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/048 Filtering DataFrames by many Conditions (OR).mp4 13.1 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/049 Advanced Filtering with between(), isin() and ~.mp4 41.86 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/050 Intro to NA Values missing Values.mp4 24.04 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/051 Handling NA Values missing Values.mp4 34.16 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/052 Exporting DataFrames to csv.mp4 6.1 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/053 Summary Statistics and Accumulations.mp4 22.61 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/054 Visualization with Matplotlib (Intro).mp4 51.68 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/055 Customization of Plots.mp4 65.85 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/056 Histogramms (Part 1).mp4 10.98 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/057 Histogramms (Part 2).mp4 15.36 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/058 Scatterplots.mp4 17.47 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/059 First Steps with Seaborn.mp4 12.08 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/060 Categorical Seaborn Plots.mp4 55.74 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/061 Seaborn Regression Plots.mp4 51.48 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/062 Seaborn Heatmaps.mp4 19.82 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/063 Removing Columns.mp4 18.18 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/064 Introduction to GroupBy Operations.mp4 4.05 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/065 Understanding the GroupBy Object.mp4 19.83 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/066 Splitting with many Keys.mp4 31.94 MB
27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/067 split-apply-combine.mp4 31.9 MB
28 - Appendix 4 Advanced Pandas Time Series Topics/001 Helpful DatetimeIndex Attributes and Methods.mp4 28.5 MB
28 - Appendix 4 Advanced Pandas Time Series Topics/002 Filling NA Values with bfill, ffill and interpolation.mp4 36.19 MB
28 - Appendix 4 Advanced Pandas Time Series Topics/003 Timezones and Converting (Part 1).mp4 16.77 MB
28 - Appendix 4 Advanced Pandas Time Series Topics/004 Timezones and Converting (Part 2).mp4 26.48 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/001 Introduction to OOP and examples for Classes.mp4 54.98 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/002 The Financial Analysis Class live in action (Part 1).mp4 14.17 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/003 The Financial Analysis Class live in action (Part 2).mp4 12.25 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/004 The special method __init__().mp4 24.59 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/005 The method get_data().mp4 24.52 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/006 The method log_returns().mp4 10.89 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/007 String representation and the special method __repr__().mp4 13.47 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/008 The methods plot_prices() and plot_returns().mp4 13.34 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/009 Encapsulation and protected Attributes.mp4 19.23 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/010 The method set_ticker().mp4 19.39 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/011 Adding more methods and performance metrics.mp4 20.95 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/012 Inheritance.mp4 76.18 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/013 Inheritance and the super() Function.mp4 41.18 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/014 Adding meaningful Docstrings.mp4 39.16 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/015 Creating and Importing Python Modules (.py).mp4 10.97 MB
29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/016 Coding Exercise Create your own Class.mp4 20.15 MB
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