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Python Interactive Algorithmic Trading Assistant with APIs
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + srt | Duration: 58 lectures (6h 20m) | Size: 3.4 GB With Python and trading basics, build your own algorithmic trading assistant/dashboard including broker API integration What you'll learn: Build your own Python algorithmic trading assistant using FREE and easily accessible web tools Utilize Anaconda's Jupyter Lab Python environment Access historical financial data from yfinance, Robinhood and Alpaca using APIs Apply technical indicators to historical financial datasets Build custom algorithmic strategies Interact with broker APIs Build an interactive trading assistant using Plotly/Dash Automated trade execution
Requirements Basic Python skills (variable assignments and type recognition, functions and importing libraries) are recommended. This course will provide working templates with detailed comments to help even the most basic python users get started. Robinhood and Alpaca brokerage accounts will be used during this course. If your broker of choice has API integration, the principals in this course will also apply. Basic to intermediate understand of trading and financial indicators
Description Utilizing the basics of Python and trading, students in this class will learn to program their own algorithmic trading strategies and how to display them for analysis in an interactive dash assistant. The use of free web tools and API calls removes the leg work normally associated with monitoring multiple securities simultaneously, and running each through your created strategies. Whether you want to be an active or passive investor, long or short-term trader, there is truly something in here for everyone!
Students should expect a detailed and well-paced course that contains 58 lectures and 19 python notebooks with easy-to-follow examples. This course will differentiate itself not only with content and flow, but with actual take-away coding samples downloadable upon the start of our course. These Python notebooks are free to be used by any students as basic building blocks for their own custom applications or live trading dashboards.
https://TutGee.com
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
31.6 MB
~Get Your Files Here !/1. Introduction/1. Introduction.srt
6.6 KB
~Get Your Files Here !/1. Introduction/2. Course Outline and Risk Disclosure.mp4
38.8 MB
~Get Your Files Here !/1. Introduction/2. Course Outline and Risk Disclosure.srt
8.3 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/1. Section Overview.mp4
10.4 MB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/1. Section Overview.srt
2.4 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/2. Broker Review.mp4
24.8 MB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/2. Broker Review.srt
5.2 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/2.1 Alpaca.html
84 B
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/2.2 Robinhood.html
83 B
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3. Setting up Course Content and Login Information.mp4
46.3 MB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3. Setting up Course Content and Login Information.srt
9.3 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.1 alpaca_account_and_portfolio.ipynb
3.2 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.10 dash_manual_callbacks.ipynb
11.6 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.11 ema_strategy.ipynb
5.4 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.12 ema_trading_dashboard.ipynb
43.2 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.13 macd.ipynb
2.2 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.14 momentum_metrics.ipynb
2 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.15 momentum_strategy.ipynb
3.6 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.16 momentum_trading_dashboard.ipynb
43.9 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.17 robinhood_historical_data.ipynb
1.9 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.18 rsi.ipynb
2.3 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.19 stochastics.ipynb
2.2 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.2 alpaca_functions.ipynb
8.9 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.20 yfinance_historical_data.ipynb
1.4 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.3 alpaca_historical_data.ipynb
2.2 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.4 alpaca_orders.ipynb
5.1 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.5 alpaca_positions_and_orders.ipynb
4.1 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.6 base_application.ipynb
18.5 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.7 credentials.json
329 B
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.8 dash_applications.ipynb
7.4 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/3.9 dash_auto_callbacks.ipynb
11.9 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/4. Installing Anaconda.mp4
8.3 MB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/4. Installing Anaconda.srt
2.1 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/4.1 Anaconda Individual Addition.html
105 B
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/5. Installing Python Modules.mp4
17.7 MB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/5. Installing Python Modules.srt
3.9 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/6. Accessing Jupyter Lab.mp4
6.5 MB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/6. Accessing Jupyter Lab.srt
1.7 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/7. Basics Used in Course.mp4
26.4 MB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/7. Basics Used in Course.srt
5.9 KB
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/7.1 Learn Python with Rune.html
97 B
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/7.2 Numpy.html
79 B
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/7.3 Pandas.html
87 B
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/7.4 Plotly.html
80 B
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/7.5 Python Basics.html
96 B
~Get Your Files Here !/2. Brokerage and Trading Environment Overview/8. Basics Quiz.html
213 B
~Get Your Files Here !/3. Accessing Financial Data via APIs/1. Section Overview.mp4
16.7 MB
~Get Your Files Here !/3. Accessing Financial Data via APIs/1. Section Overview.srt
4 KB
~Get Your Files Here !/3. Accessing Financial Data via APIs/10. Robinhood Introduction.mp4
6.3 MB
~Get Your Files Here !/3. Accessing Financial Data via APIs/10. Robinhood Introduction.srt
1.1 KB
~Get Your Files Here !/3. Accessing Financial Data via APIs/11. Robinhood API Documentation Review.mp4
38.2 MB
~Get Your Files Here !/3. Accessing Financial Data via APIs/11. Robinhood API Documentation Review.srt
6.4 KB
~Get Your Files Here !/3. Accessing Financial Data via APIs/11.1 Robinhood API Documentation.html
148 B
~Get Your Files Here !/3. Accessing Financial Data via APIs/12. Robinhood Coding Example.mp4
70.3 MB
~Get Your Files Here !/3. Accessing Financial Data via APIs/12. Robinhood Coding Example.srt
10 KB
~Get Your Files Here !/3. Accessing Financial Data via APIs/13. Robinhood Historical Data Quiz.html
213 B
~Get Your Files Here !/3. Accessing Financial Data via APIs/2. yfinance Introduction.mp4
2.6 MB
~Get Your Files Here !/3. Accessing Financial Data via APIs/2. yfinance Introduction.srt
861 B
~Get Your Files Here !/3. Accessing Financial Data via APIs/3. yfinance API Documentation Review.mp4
27 MB
~Get Your Files Here !/3. Accessing Financial Data via APIs/3. yfinance API Documentation Review.srt
6.4 KB
~Get Your Files Here !/3. Accessing Financial Data via APIs/3.1 yfinance.html
95 B
~Get Your Files Here !/3. Accessing Financial Data via APIs/4. yfinance Coding Example.mp4
50.5 MB
~Get Your Files Here !/3. Accessing Financial Data via APIs/4. yfinance Coding Example.srt
7 KB
~Get Your Files Here !/3. Accessing Financial Data via APIs/5. yfinance Historical Data Quiz.html
213 B
~Get Your Files Here !/3. Accessing Financial Data via APIs/6. Alpaca Introduction.mp4
7.7 MB
~Get Your Files Here !/3. Accessing Financial Data via APIs/6. Alpaca Introduction.srt
1.3 KB
~Get Your Files Here !/3. Accessing Financial Data via APIs/7. Alpaca API Documentation Review.mp4
17.4 MB
~Get Your Files Here !/3. Accessing Financial Data via APIs/7. Alpaca API Documentation Review.srt
3.5 KB
~Get Your Files Here !/3. Accessing Financial Data via APIs/7.1 Alpaca Documentation.html
126 B
~Get Your Files Here !/3. Accessing Financial Data via APIs/8. Alpaca Coding Example.mp4
72.3 MB
~Get Your Files Here !/3. Accessing Financial Data via APIs/8. Alpaca Coding Example.srt
10.5 KB
~Get Your Files Here !/3. Accessing Financial Data via APIs/9. Alpaca Historical Data Quiz.html
213 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/1. Section Overview.mp4
28.5 MB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/1. Section Overview.srt
5.6 KB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/1.1 MACD Description.html
106 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/1.2 MACD Video.html
104 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/1.3 Relative Strength Index Description.html
105 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/1.4 Relative Strength Index Video.html
104 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/1.5 Stochastics Description.html
122 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/1.6 Stochastics Video.html
104 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/10. Stochastics Test Your Knowledge Quiz.html
213 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/2. Relative Strength Index (RSI) Introduction.mp4
5.5 MB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/2. Relative Strength Index (RSI) Introduction.srt
2.7 KB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/2.1 RSI - Python with Rune.html
157 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/3. Relative Strength Index (RSI) Coding Example.mp4
130.9 MB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/3. Relative Strength Index (RSI) Coding Example.srt
19.2 KB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/4. RSI Test Your Knowledge Quiz.html
213 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/5. Moving Average Convergence Divergence (MACD) Introduction.mp4
16.2 MB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/5. Moving Average Convergence Divergence (MACD) Introduction.srt
1.9 KB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/5.1 MACD - Python with Rune.html
173 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/6. Moving Average Convergence Divergence (MACD) Coding Example.mp4
74.2 MB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/6. Moving Average Convergence Divergence (MACD) Coding Example.srt
11.8 KB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/7. MACD Test Your Knowledge Quiz.html
213 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/8. Stochastics Oscillator Introduction.mp4
16.2 MB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/8. Stochastics Oscillator Introduction.srt
2.2 KB
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/8.1 Stochastics - Python with Rune.html
161 B
~Get Your Files Here !/4. Adding Technical Indicators to our Financial Datasets/9. Stochastics Oscillator Coding Example.mp4
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