Python for Financial Analysis and Algorithmic Trading
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       Video Length : 20h00m0s
  • format_list_bulleted
       Tasks Number : 133
  • group
       Students Enrolled : 165
  • equalizer
       Medium Level
  • Curriculum
  • 1. Course Introduction
    • videocam
      Introduction to Course
      10m0s
    • videocam
      Course Overview Lecture (DON'T SKIP THIS!)
      10m0s
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      Did you skip the last lecture? Please go back and view it!
      10m0s
    • videocam
      Course FAQ
      10m0s
  • 2. Course Materials and Set-up
    • videocam
      Course Installation Help Notes
      10m0s
    • videocam
      Course Installation Guide
      10m0s
  • 3. Python Crash Course
    • videocam
      Welcome to the Python Crash Course
      10m0s
    • videocam
      Introduction to Crash Course
      10m0s
    • videocam
      Python Crash Course Part One
      10m0s
    • videocam
      Python Crash Course Part Two
      10m0s
    • videocam
      Python Crash Course Part Three
      10m0s
    • videocam
      Python Crash Course Exercises
      10m0s
    • videocam
      Python Crash Course Exercise Solutions
      10m0s
  • 4. NumPy
    • videocam
      Welcome to NumPy
      10m0s
    • videocam
      Introduction to NumPy
      10m0s
    • videocam
      NumPy Arrays
      10m0s
    • videocam
      Numpy Operations
      10m0s
    • videocam
      Numpy Indexing
      10m0s
    • videocam
      NumPy Review Exercise
      10m0s
    • videocam
      Numpy Exercise Solutions
      10m0s
  • 5. General Pandas Overview
    • videocam
      Welcome to Pandas
      10m0s
    • videocam
      Introduction to Pandas
      10m0s
    • videocam
      Series
      10m0s
    • videocam
      DataFrames
      10m0s
    • videocam
      DataFrames Part Two
      10m0s
    • videocam
      DataFrames Part Three
      10m0s
    • videocam
      Missing Data
      10m0s
    • videocam
      Group By with Pandas
      10m0s
    • videocam
      Merging, Joining, and Concatenating DataFrames
      10m0s
    • videocam
      Pandas Common Operations
      10m0s
    • videocam
      Data Input and Output
      10m0s
    • videocam
      General Pandas Review Exercises
      10m0s
    • videocam
      General Pandas Exercise Solutions
      10m0s
  • 6. Visualization with Matplotlib and Pandas
    • videocam
      Welcome to Visualization
      10m0s
    • videocam
      Introduction to Visualization in Python
      10m0s
    • videocam
      Matplotlib Basics - Part One
      10m0s
    • videocam
      Matplotlib Basics - Part Two
      10m0s
    • videocam
      Matplotlib Part Three
      10m0s
    • videocam
      Matplotlib Exercise
      10m0s
    • videocam
      Matplotlib Exercise Solutions
      10m0s
    • videocam
      Pandas Visualization Overview
      10m0s
    • videocam
      Pandas Time Series Visualization
      10m0s
    • videocam
      Pandas Visualization Exercise Overview
      10m0s
    • videocam
      Pandas Visualization Exercise Solutions
      10m0s
  • 7. Data Sources
    • videocam
      Introduction to Data Sources
      10m0s
    • videocam
      Note on Pandas Datareader
      10m0s
    • videocam
      Pandas DataReader
      10m0s
    • videocam
      Quandl
      10m0s
  • 8. Pandas with Time Series Data
    • videocam
      Welcome to Pandas for Time Series
      10m0s
    • videocam
      Introduction to Time Series with Pandas
      10m0s
    • videocam
      Datetime Index
      10m0s
    • videocam
      Time Resampling
      10m0s
    • videocam
      Time Shifts
      10m0s
    • videocam
      Pandas Rolling and Expanding
      10m0s
  • 9. Capstone Stock Market Analysis Project
    • videocam
      Welcome to the Capstone Project!
      10m0s
    • videocam
      Stock Market Analysis Project
      10m0s
    • videocam
      Stock Market Analysis Project Solutions Part One
      10m0s
    • videocam
      Python Stock Market Analysis Solutions - Part Two
      10m0s
    • videocam
      Stock Market Analysis Project Solutions Part Three
      10m0s
    • videocam
      Stock Market Analysis Project Solutions Part Four
      10m0s
  • 10. Time Series Analysis
    • videocam
      Welcome to Time Series Analysis
      10m0s
    • videocam
      Introduction to Time Series
      10m0s
    • videocam
      Time Series Basics
      10m0s
    • videocam
      Introduction to Statsmodels
      10m0s
    • videocam
      ETS Theory
      10m0s
    • videocam
      EWMA Theory
      10m0s
    • videocam
      EWMA Code Along
      10m0s
    • videocam
      ETS Code Along
      10m0s
    • videocam
      ARIMA Theory
      10m0s
    • videocam
      ACF and PACF
      10m0s
    • videocam
      ARIMA with Statsmodels
      10m0s
    • videocam
      Quick Note on Second Milk Difference!
      10m0s
    • videocam
      ARIMA Code Part Two
      10m0s
    • videocam
      ARIMA Code Part Three
      10m0s
    • videocam
      ARIMA Code Part Four
      10m0s
    • videocam
      Discussion on choosing PDQ
      10m0s
  • 11. Python Finance Fundamentals
    • videocam
      Welcome to Finance Fundamentals
      10m0s
    • videocam
      Introduction to Python Finance Fundamentals
      10m0s
    • videocam
      Sharpe Ratio Slides
      10m0s
    • videocam
      Portfolio Allocation Code Along Part One
      10m0s
    • videocam
      Portfolio Allocation Code Along Part Two
      10m0s
    • videocam
      Portfolio Optimization
      10m0s
    • videocam
      Portfolio Optimization Code Along One
      10m0s
    • videocam
      Portfolio Optimization Code Along Two
      10m0s
    • videocam
      Portfolio Optimization Code Along Three
      10m0s
    • videocam
      Key Financial Topics
      10m0s
    • videocam
      Types of Funds
      10m0s
    • videocam
      Order Books
      10m0s
    • videocam
      Short Selling
      10m0s
    • videocam
      CAPM - Capital Asset Pricing Model
      10m0s
    • videocam
      CAPM Code Along
      10m0s
    • videocam
      Stock Splits and Dividends
      10m0s
    • videocam
      EMH
      10m0s
  • 12. Basics of Algorithmic Trading with Quantopian
    • videocam
      Welcome to the Quantopian Section
      10m0s
    • videocam
      Introduction to Quantopian
      10m0s
    • videocam
      Note on get_fundamentals
      10m0s
    • videocam
      Quantopian Research Basics
      10m0s
    • videocam
      Quantopian Algorithms Basics Part One
      10m0s
    • videocam
      Quantopian Algorithms Basics Part Two
      10m0s
    • videocam
      First Trading Algorithm - Part One
      10m0s
    • videocam
      First Trading Algorithm - Part Two
      10m0s
    • videocam
      Trading Algorithm Exercise
      10m0s
    • videocam
      Trading Algorithm Exercise Solutions Part One
      10m0s
    • videocam
      Trading Algorithm Exercise Solutions Part Two
      10m0s
    • videocam
      Quantopian Pipelines Factors
      10m0s
    • videocam
      Quantopian Pipelines Filters
      10m0s
    • videocam
      Quantopian Pipeline - Masking and Classifiers
      10m0s
  • 13. Advanced Quantopian and Trading Algorithms
    • videocam
      Welcome to Trading Algorithms
      10m0s
    • videocam
      Pipeline Trading Algorithm Example - Code Along - Part One
      10m0s
    • videocam
      Pipeline Trading Algorithm - Code Along - Part Two
      10m0s
    • videocam
      Quick note
      10m0s
    • videocam
      Pipeline Trading Algorithm Code along Part Three
      10m0s
    • videocam
      Leverage
      10m0s
    • videocam
      Hedging
      10m0s
    • videocam
      Hedging- Part Two
      10m0s
    • videocam
      Portfolio Analysis with PyFolio
      10m0s
    • videocam
      Stock Sentiment Analysis Project
      10m0s
    • videocam
      What are Futures?
      10m0s
    • videocam
      Futures on Quantopian
      10m0s
    • videocam
      Futures on Quantopian Part Two
      10m0s
Authors

Kevin Gautama is a systems design and programming engineer with 16 years of expertise in the fields of electrical and electronics and information technology.

He teaches at the Hanoi University of Industry in the period 2003-2011 and he has a certificate of vocational training by the Ministry of Industry and Commerce and the Hanoi University of Industry.

From extensive design experience through numerous engineering projects, the author founded the Enziin Academy.

The Enziin Academy is a startup in the field of educational, it's core goal is to training design engineers in the fields technology related.

The Enziin Academy is headquartered in Stockholm-Sweden with an orientation operating multi-lingual and global.

The author's skills in IT:

  • Implementing the application infrastructure on Amazon's cloud computing platform.
  • Linux server system administration (Sysadmin).
  • Design load balancing and content distribution system.
  • MySQL database administration.
  • C/C++/C# Programming
  • Ruby and Ruby on Rails Programming
  • Python and Django Programming
  • The WPF/C# on the .NET Framework Programming
  • The PHP/JAVA Programming
  • Machine Learning and Expert System.
  • Internet of Things.

The author's skills in the fields of electric and electronic:

  • The design of popular CPU / MCU systems.
  • Design FPGA / CPLD system (Xilinx - Altera).
  • Design and programming of DSP systems (Texas Instruments).
  • Embedded ARM system design.
  • The RTOS Programming
  • Design and programming electronic power systems.
  • PLC - inverter - sensor - electric control cabinet industrial.
  • Control systems distributed connection with Server.

Read more...

Python for Financial Analysis and Algorithmic Trading


Python for Financial Analysis and Algorithmic Trading

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