Quantitative Trading Zero-Based Introduction Series-Master Python Data Analysis in 30 Days

Introduction to Quantitative Trading Zero-Based Entry Series - Master Python Data Analysis in 30 Days:

Course Catalog

Lesson 01-Understanding Quantitative Data Analysis.mp4

Lesson 02-Building a quantitative research environment.mp4

Lesson 03-The first research task.mp4

Lesson 04-Review of Jupyter Notebook.mp4

Lesson 05 - IPython command line.mp4

Lesson 06-Powerful Jupyter Magic Commands.mp4

Lesson 07-Overview of Financial Market Data.mp4

Lesson 08-Getting Started with REST API.mp4

Lesson 09 - A-share daily data acquisition.mp4

Lesson 10 – Obtaining Cryptocurrency Market Data.mp4

Lesson 11-Download continuous data in segments.mp4

Lesson 12-First Look at NumPy.mp4

Lesson 13-ndarray array object.mp4

Lesson 14-Vectorized Operation Function.mp4

Lesson 15-Advanced Array Programming.mp4

Lesson 16-Calculating the Double Moving Average of the Market.mp4

Lesson 17 - Series and DataFrame.mp4

Lesson 18 – Indexing and Slicing.mp4

Lesson 19 – The most commonly used CSV data format.mp4

Lesson 20 – Obtaining Futures Minute Data.mp4

Lesson 21 – Calculation of Common Statistical Indicators.mp4

Lesson 22 – Preparing the MySQL database.mp4

Lesson 23 - SQL Database Interaction.mp4

Lesson 24- Dealing with missing values.mp4

Lesson 25 – Data Cleaning and Conversion.mp4

Lesson 26-Vectorized String Operations.mp4

Lesson 27-CTA backtest results analysis.mp4

Lesson 28-In-depth analysis of hedging transactions.mp4

Lesson 29 - Plotly Basics.mp4

Lesson 30 – Custom Graphic Effects.mp4

Lesson 31 – Bar Chart and Scatter Chart.mp4

Lesson 32-In-depth analysis of CTA capital curve.mp4

Lesson 33 -3D Surface Graph.mp4

Lesson 34-Finding the Plain of Parameter Optimization.mp4

Lesson 35 - GroupBy aggregation mechanism.mp4

Lesson 36-What is TimeSeries.mp4

Lesson 37-Time Series Basics.mp4

Lesson 38 – Operating Date and Time Types.mp4

Lesson 39-Time Range and Offset.mp4

Lesson 40-Global Time Zone Processing.mp4

Lesson 41-Resample.mp4

Lesson 42-Custom K-line cycle drawing.mp4

Lesson 43 – Rolling Window Calculation.mp4

Lesson 44-Rolling Calculation Technical Indicators.mp4

Lesson 45 - statsmodels statistical model library 01.mp4

Lesson 46-Building Futures Spreads.mp4

Lesson 47-Analysis of cross-period price difference characteristics.mp4

Lesson 48 – Price Spread Statistical Arbitrage Strategy.mp4

Lesson 49 – Statistical Arbitrage Strategy Backtesting.mp4

Lesson 50 – Course Summary.mp4

Lesson 51 Practical Lesson 1-MACD Trading Strategy Logic.mp4

Lesson 52 Practical Lesson 2-Realizing Backtesting of One Line of Code.mp4

Lesson 53 Practice Lesson 3-Parameter Optimization and Batch Run.mp4