Name

AT101 Algorithmic Trading Immersive Course

PT101 Practical Python for Finance & Trading Masterclass

Name

1. Chapter 1 Here's What You Are In For!

2. Chapter 2 Programming Basics Variables And Conditions

3. Chapter 3 Robot 1 Adeline - Our First Robot!

Bonus Chapter!

Chapter 4 Uncommon Common Sense Design Effective And Logical Robots

Chapter 5 Garbage In, Garbage Out. Understanding Data

Chapter 6 Programming Basics 2 Loops

Chapter 7 Robot 2 Belinda - Utilising Volatility!

Chapter 8 To Buy Big Or Small Position Sizing And Money Management

Chapter 9 Robot 2A Belinda 2.0 (No Gambler's Ruin for Me!)

Chapter 10 Where To Start Idea Generation and Expectations

Chapter 11 Programming Basics 3 Functions, Time And Self-Learning

Chapter 12 Relevant Statistics 101!

Chapter 13 Understanding Robot Behaviour and Robustness Backtesting!

Chapter 14 Programming Basics 4 Arrays And Indicators

Chapter 15 Robot 3 Clarissa - Playing with Time

Chapter 16 What A Mess - Managing Trades, Orders and Positions

Chapter 17 Robot 4 Desiree - Turtles

Chapter 18 Design Theories I - Improving Robots By Manipulating Time, Entries and Exits

Chapter 19 Add A Twist To Your Orders - Advanced Order Management

Chapter 20 Robot 5 Desiree 2.0

Chapter 21 Buff Up Your Robot Responsibly - Optimisation Without Curve Fitting

Chapter 22 Perfect Your Bet Sizing - Advanced Position Sizing Methods

Chapter 23 Robot 6 Elizabeth and the Ugly Martingale

Chapter 24 Programming Basics 5 Clean Up Your Codes! Simple Is Fast!

Chapter 25 Garbage In, Garbage Out Again. Advanced Data Cleaning (Part 1)

Chapter 26 Excel VBA - Using Excel Magic to Improve Our Trading

Chapter 27 Garbage In, Garbage Out Again. Advanced Data Cleaning (Part 2)

Chapter 28 I Like Colors And Shapes - Adding Graphics

Chapter 29 Ring Ring! Notify Yourself When Something Goes Wrong (Or Right)

Chapter 30 Robot 7 Faye - Semi-Automated Trading

Chapter 31 Connect with the outside world - Importing and Exporting Data out of our Trading Platform

Chapter 32 Programming Basics 6 Trading Platform Nuances

Chapter 33 Design Theories II - The Secret Sauce

Chapter 34 Walk Forward Optimisation - The Most Important Step in Testing

Chapter 35 Trading Non-Forex CFDs with MT4 (Stocks, Commodities, Fixed Income and Crypto)

Chapter 36 Trading on External and Alternative Data with MT4

TM.pdf

1. AT101 Revamp.pdf

2. What are Trading Robots (And why should I build them) (Part 1).mp4

3. What are Trading Robots (And why should I build them) (Part 2).ts

4. The First Step_How To Start Your Journey_AT101.pdf

5. Download the MetaTrader 4 installer from.pdf

6. MetaTrader 4 for Mac.pdf

7. Downloading Our Software (MT4).pdf

7. Downloading Our Software (MT4).ts

8. Introduction to MT4.ts

9. Metatrader4 guide.pdf

10. Download Template.pdf

11. Structure of a Trading Robot (Part 1).ts

12. Structure of a Trading Robot (Part 2).ts

13. Structure of a Trading Robot (Part 3).ts

14. Why choose MT4 over other software

15. Our Holy Grail_Secret to Successful Trading Robots.pdf

16. Hello and Thanks.pdf

1. The 3 Types of Code.pdf

2. Syntax - The ABCs of Coding (Part 1).ts

3. Syntax - The ABCs of Coding (Part 2).ts

4. Reserved Words - Words you cannot use!.pdf

5. Variables - The basic building blocks!.ts

6. For the next lecture.pdf

7. Expressions and Operations (Plus, Minus, Multiplication and Division).ts

8. Operations and Precedence - Who comes first.pdf

9. Conditional - If this then that (Part 1).ts

10. Conditional - If this then that (Part 1).ts

11. Chapter 2 Summary.pdf

1. Background to our Asset Class.pdf

2. Chart Reading 101.pdf

3. For the next lecture.pdf

4. Theory behind Robot Adeline.ts

5. Coding Adeline (Part 1).ts

6. Coding Adeline (Part 2).ts

7. Understanding Shift.pdf

8. Dry Run! - Our Robot Testing System (Part 1).ts

9. Dry Run! - Our Robot Testing System (Part 2).ts

10. 3 Types of Testing Method_Simple.pdf

11. Chapter 3 Summary.pdf

12. Don't worry about not understanding the code!.pdf

1. Yes, we are giving away 10 Gigabytes of Data!.pdf

2. Falcon Template - Our Main Robot Template (Check here for Latest Version).pdf

1. Trading Robot Development Guide - Everything You Need To Succeed (Part 1).ts

2. Trading Robot Development Guide - Everything You Need To Succeed (Part 2).ts

3. Trading Robot Development Guide - Everything You Need To Succeed (Part 2).ts

4. Pros and Cons of Trading Robots - Nothing is Perfect.pdf

5 .Calculating Long Term Expected Payout of a Robot.ts

6. Useful Resources.pdf

7. Chapter 4 Summary.pdf

8. We want to make the course better for you.pdf

9. Start Coding Your Own Trading Strategies.pdf

10. Moving to Python.docx.pdf

1. Data Sources and Storage .ts

2. Data Management.pdf

3. Download Dirty Data.pdf

4. Cleaning Data (Part 1) Your .ts

5. Cleaning Data (Part 2) .ts

6. Cleaning Data (Part 3) .ts

7. Bad Ticks_Spikes_Spread Widening.pdf

8. We are giving away 10GB of data! + Other Data Sources.pdf

1. Loops - Running a piece of code many times (Part 1) .ts

2. Download Code for Loops.pdf

3. Loops - Running a piece of code many times (Part 2) .ts

1. Quantifying Volatility_How Big are Average Price Movements!.pdf

2. Introducing our 2nd Robot Belinda .ts

3. Download Belinda.pdf

4. Coding and Testing Belinda .ts

1. How to Enable Macros in Excel.pdf

2. Coin Flip Game - Understand Bet Sizing by Flipping Coins .ts

3. Theory behind Bet Sizing (aka Position SizingMoney Management).pdf

3. Theory behind Bet Sizing (aka Position SizingMoney Management) .ts

4. Download Codes for this Chapter and the Next.pdf

1. Coding our Sizing Algorithm! .ts

2. Upgrade time! - Adding Sizing Algos to Belinda.ts

3. Sizing Algorithm For Deposit Currency.pdf

4. Brief Note - Market Opportunities in Forex vs CFDs!.pdf

5. A Note on Simple Price Action - Adeline and Belinda.pdf

1. Expectation of Strategies and Equity Curves (Part 1) .ts

2. Expectation of Strategies and Equity Curves (Part 2) .ts

3. Preliminary Research - First step to building Robots (Part 1) .ts

4. Preliminary Research - First step to building Robots (Part 2) .ts

5. Sources of Ideas!.pdf

6. Strategy Creation Thought Process - Part 1 - Market Prudence.pdf

7. What are Leading and Lagging Indicators.pdf

8. Strategy Creation Thought Process - Part 2 - Think of Relationships.pdf

9. Understanding Entries and Exits.pdf

10. Retail vs Professional Traders - How to win.pdf

11. Don't trade solely with Indicators.pdf

12. Does this course suck Or is it adding value to you.docx.pdf

1. Self Learning Guide.pdf

2. Types of Errors! And Common Coding Problems!.pdf

3. Download Code.pdf

4. Debugging Demonstration - Understanding the Thought Process .ts

5. Functions - Little Factories .ts

6. Coding User-Defined Functions .ts

7. When 2 lines cross - Creating a Cross Function.ts

8. Returning Void.pdf

9. What is define MQL4.pdf

10. Understanding Time and Dates.pdf

11. Coding Practice!.pdf

1. Statistical Significance and Law of Large Numbers - More is better .ts

2. Correction.pdf

2. Minimum Sample Size and Application to Trading.ts

3. Optional Readings on Statistics.pdf

4. Min sample size vs live performance.pdf

3 Types of Testing Method_Detailed.pdf

4 Main Types of Market Conditions Your Feedback Channel-master-t-1653058845001.ts

Aim of backtesting.pdf

Black Swans - Stress Testing our Robots through Tough Times Your Feedback Channel-master-t-1653065396001.ts

Butterfly Effect Start Point Phenomenon Your Feedback Channel-master-t-1653015276001.ts

Carry Trade_Earning from Interest Differentials.pdf

Checking Trades - Ensuring Accuracy in the Codes Your Feedback Channel-master-t-1653064447001.ts

Downloading Codes for Chapter 13.pdf

Every Tick Testing Issue - Once Upon a Bar (Part 1) Your Feedback Channel-master-t-1653055747001.ts

Every Tick Testing Issue - Once Upon a Bar (Part 2) Your Feedback Channel-master-t-1653006022001.ts

Fractals - Timeframe Robustness (NOT referring to candlestick patterns).pdf

How to run your trading robot live.pdf

Instrument Robustness Analysis Your Feedback Channel-master-t-1653060823001.ts

Modelling Quality - A Meaningless Number.pdf

Parameter Value Selection - A Glimpse into Curve Fitting Bias.pdf

Pass or Fail Backtest Performance Analysis Your Feedback Channel-master-t-1652973791001.ts

Period Robustness Part 2 - Market Prudence.pdf

Period and Timeframe Robustness Your Feedback Channel-master-t-1653010591001.ts

Reminder Don't try to build the ultimate robust robot.pdf

Robustness - A Summary.pdf

Robustness - Staying Effective through Change Your Feedback Channel-master-t-1652978358001.ts

Seasonal Effects - Best Times to Trade.pdf

Seasonal Robustness - Repetitive Behavior in the Markets Your Feedback Channel-master-t-1653008200001.ts

Strategic Market Conditions (Part 1) - Building Robots for Specific Market Types Your Feedback Channel-master-t-1653065001001.ts

Strategic market conditions and market prudence-Part 2.pdf

Swap Rates - Overnight Costs.pdf

Volatility and Timeframes.pdf

1. Mentality towards Technical Indicators - Not Magic Numbers.pdf

2. Math behind Technical Indicators (Part 1) .ts

3. Math behind Technical Indicators (Part 2) .ts

4. Arrays - Invisible Tables of Data .ts

5. Download Codes for Arrays.pdf

6. Programming Arrays (Part 1) .ts

7. Programming Arrays (Part 2) .ts

8. Programming Practice! - Arrays.pdf

9. Buffers – Special Arrays for Indicators.pdf

10. Structure of Indicators (Part 1) .ts

11. Basic Indicator Template Codes.pdf

12. Explaining Indicator Code (Part 1) .ts

13. Explaining Indicator Code (Part 2) .ts

14. New Indicator Code and Property Strict.pdf

15. Indicator Coding Practice 1 Replicating an Indicator Manually .ts

16. Indicator - Stochastic Oscillator.pdf

17. Indicator Coding Practice 2 Multiple Buffers .ts

18. Calling Self-Made Indicators - Using iCustom .ts

19. Indicator Code Resources.pdf

1. Download Code for Datetime Script and Clarissa.pdf

2. Understanding Datetime Data Type.pdf

3. Coding for Seasonal Effects - Managing Date and Time (Part 1).ts

4. Coding for Seasonal Effects - Managing Date and Time (Part 2) .ts

5. Introducing our 3rd Robot Clarissa .ts

6. Coding and Testing Clarissa (Part 1) .ts

7. Coding and Testing Clarissa (Part 2) .ts

8. Coding and Testing Clarissa (Part 3) .ts

1. Understanding Order Types.pdf

2. Understanding Market Makers.pdf

3. Download Codes for Clarissa Modified and Falcon Template.pdf

4. Managing 4 and 5 Digit Brokers .ts

5. Adjusting for Yen Pairs .ts

6. Order Limitations – Stop and Freeze.pdf

7. Upgrade Time Introducing Falcon Template 1.0 .ts

8. Order Functions.pdf

9. Managing Orders with Code .ts

10. Market vs Instant Execution.pdf

11. Upgrade Time OrderSend Function Falcon 1.0 .ts

12. Understanding Spread.pdf

13. 4 More Order Types - Send Pending Orders .ts

14. Managing Multiple Positions with One Robot .ts

15. Closing Positions and Orders .ts

16. Closing Orders Partially.pdf

17. Risk Management - Limiting Trades when Things Go South .ts

18. Understanding Slippage and Requotes.pdf

19. Handling Errors In Falcon .ts

1. History Of The Turtle Traders.pdf

2. Introducing our 4th Robot Desiree .ts

3. Download Code for Donchian and Desiree.pdf

4. Coding Our Turtle Indicator - Donchian Channels .ts

5. Coding and Testing Desiree (Part 1) .ts

6. Coding and Testing Desiree (Part 2) .ts

7. Coding and Testing Desiree (Part 3) .ts

8. Coding and Testing Desiree (Part 4) .ts

9. Let's Make The Course More Awesome (Again!).pdf

1. Modelling Transaction Costs Commissions, Spreads and Slippages .ts

2. Why We Dislike Lower Timeframes .ts

3. Same Robot. Different Timeframes. Different Performances..pdf

4.Understanding Stop Loss - Prudence and Noise Buffer .ts

5. Adaptive Components in Strategies .ts

6. Which should I use - Stops vs Trailing Stops .ts

7. Which is more Important - Entries vs Exits (Trade Management) .ts

8. Asymmetrical Rules - Long Short Bias .ts

1. Executing Trades Immediately.pdf

2. Don't Get Targeted - Hidden Stop and Take Profit (Part 1) .ts

3. Don't Get Targeted - Hidden Stop and Take Profit (Part 2) .ts

4. Pseudo Logic - Breakeven Stops.pdf

5. Optional Content.pdf

6. Download code for Chapter.pdf

7. Coding Hidden Stop and Take Profit (Part 1) .ts

8. Coding Hidden Stop and Take Profit (Part 2) .ts

9. Coding Hidden Stop and Take Profit (Part 3) .ts

10. Hidden Functions and “Every tick”.pdf

11. 5 Types of Trailing Stops.pdf

12. Coding Trailing Stops .ts

13. Coding Hidden Trailing Stops (Part 1) .ts

14. Coding Hidden Trailing Stops (Part 2) .ts

15. Coding Volatility Trailing Stops (Part 1) .ts

16. Coding Volatility Trailing Stops (Part 2) .ts

17. Coding Hidden Volatility Trailing Stops .ts

18. Manage Uncertainty - Limiting Trades When Volatility Spikes .ts

19. Adaptive Volatility Trailing Stop.pdf

1. Download Code for Desiree 2.0.pdf

2. Coding Desiree 2.0 .ts

1. Introduction to Optimisation .ts

2. Understanding Objective Functions.pdf

3 Big Mistakes of Backtesting - Overfitting_Look-Ahead-Bias_pHacking.pdf

3. Optimisation in MT4 (Part 1) .ts

4. Optimisation in MT4 (Part 2) .ts

5. Simplified View of the Genetic Algorithm.pdf

6. Optimisation in MT4 - A Look behind the Scenes.pdf

7. Past Doesn't Predict Future - Understanding Curve Fitting .ts

8. 10 Ways to Minimise Curve Fitting.pdf

9. Limitations in MT4's Optimisation .ts

10. Types of Limitations - MT4.pdf

11. Too Much Freedom is Bad - Understanding Degrees of Freedom .ts

12. Fuzzy Definition of DOF.pdf

13. Setting up your Optimisation - Understanding Parameters.pdf

14. In and Out-of-Sample Data - Training and Testing .ts

15. Optimisation Evaluation - Parameter Space Analysis (Part 1) .ts

16. Optimisation Evaluation - Parameter Space Analysis (Part 2) .ts

17. Independent Variables Optimisation - Breaking the Process Apart (Part 1) .ts

18. Independent Variables Optimisation - Breaking the Process Apart (Part 2) .ts

18. Speeding Up Your Optimisations! Don't Run Irrelevant Tests.pdf

19. Solution to the 3 Big Mistakes in Backtesting.pdf

1. How to Enable Macros in Excel.pdf

2. Beyond Risk = 2_ - Optimising Risk Per Trade .ts

3. Download Code for Advanced Position Sizing.pdf

4. Our Sizing Trilemma - The Impossible Trinity of Sizing .ts

5. Check Your Sizing - Ensuring Lot Size Compatibility .ts

6. Be Nimble Not Clunky - Breaking Down Large Orders .ts

7. Reference HiddenTrailing Stops - Modifying Our Sizing Algo.pdf

8. A Proposed Optimal Bet Sizing Algo - The Kelly (Part 1) .ts

9. A Proposed Optimal Bet Sizing Algo - The Kelly (Part 2) .ts

10. Kelly Resources.pdf

11. Coding the Adaptive Kelly Sizing Algorithm (Part 1) .ts

12. Coding the Adaptive Kelly Sizing Algorithm (Part 2) .ts

13. Coding Hit Rate and Reward Ratio Functions .ts

14. Notes on Adaptive Kelly.pdf

15. Adaptive Position Sizing - Tailoring to Target Factors (Part 1) .ts

16. Adaptive Position Sizing - Tailoring to Target Factors (Part 2) .ts

17. Coding an Adaptive Hit Rate Sizing Model .ts

18. Formulating Adaptive Sizing Algorithms.pdf

19. Coding an Adaptive Volatility Sizing Model .ts

20. Summary of Advanced Position Sizing.pdf

1. Elizabeth - Martingale and Myths (Part 1) .ts

2. Elizabeth - Martingale and Myths (Part 2) .ts

3. Elizabeth's Rules.pdf

4. Download Elizabeth.pdf

5. Coding Elizabeth (Part 1) .ts

6. Coding Elizabeth (Part 2) .ts

7. Elizabeth Upgraded - Introducing Elizabella .ts

8. Programming Elizabella (Part 1) .ts

9. Programming Elizabella (Part 2) .ts

10. Programming Elizabella (Part 3) .ts

1. MT4's Global Variables (Not referring to global scope!) .ts

2. Download Code for Programming Basics 5.pdf

3. Coding Simple Global Variables .ts

4. Coding Global Variables (Spread) .ts

5. Coding Global Variables In an Indicator (Highest Spread) .ts

6. Cleaner Code 1 - Record Backtest Timings .ts

7. Coding Principles.pdf

8. Cleaner Code 3 - Once a Bar .ts

9. Cleaner Code 4 - Partial Once a Bar + Once an EntryExit .ts

10. Cleaner Code 5 - Efficient Indicators .ts

11. Include vs Import.pdf

12. Coding with the Include method .ts

13. Coding with the Import method .ts

14. Dynamic Link Library (DLL).pdf

15. Code Robustness.pdf

1. Offline testing and Multi MT4.pdf

2. Backtest designated vs actual period.pdf

3. Download Code for Advanced Data Management (Part 1).pdf

4. Creating Custom Timeframes .ts

5. Backtesting with Custom Timeframes .ts

6. Reconciling different backest results.pdf

7. Biased Backtests - Backtesting vs Live.pdf

8. One Min Intrabar Simulation.pdf

Check out the VBA Course.pdf

1. Data of the wrong timezone_v2.pdf

2. Understanding Date and time in Excel.pdf

3. Download Code and Files for this Chapter.pdf

4. Modifying Dates and Time of our Data (Part 1) .ts

5. Modifying Dates and Time of our Data (Part 2) .ts

6. Definition of Clean Data_v1b.pdf

7. Data Cleaning Series - Problems with Dirty Data (Generic).ts

8. G in G Out Framework (Theory) - The Mega Data Cleaning Framework (Part 1) .ts

9. G in G Out Framework (Theory) - The Mega Data Cleaning Framework (Part 2) .ts

10. G in G out Framework (Practical) - Listing and Scanning for Errors .ts

11. G in G out Framework (Practical) - Basic Error Visualisation .ts

12. Scatter Plot and Histogram.pdf

13. G in G out Framework (Practical) - Fixing Errors using Clean Reference Data .ts

14. Limitations of Excel.pdf

15. Glimpse into data chapter part 3.pdf

1. Download Code for Chapter.pdf

2. Building Dashboards with Comments .ts

3. Building Dashboards with Comments (Falcon 2.5) .ts

4. Dashboards on Indicator vs Script.pdf

5. Creating and Deleting Graphical Objects - Shapes, Arrows, Lines, Words (Part 1) .ts

6. Creating and Deleting Graphical Objects - Shapes, Arrows, Lines, Words (Part 2) .ts

7. Creating and Deleting Graphical Objects - Immovable Words .ts

8. Modifying Objects (Properties) - Thicker lines, changing colours etc (Part 1) .ts

9. Modifying Objects (Properties) - Thicker lines, changing colours etc (Part 2) .ts

10. Displaying Your Information - Dashboard (Indicator).pdf

11. Creating Buttons and Dealing with Chart Events (Part 1) .ts

12. Creating Buttons and Dealing with Chart Events (Part 2) .ts

1. Notifications Introduction.pdf

2.Download Code for Notifications Chapter.pdf

3. Coding Notifications - 6 Case Studies .ts

4. Trade Notifications without Coding.pdf

5. MT4 Platform General Alerts.pdf

1. Download Code for Faye.pdf

2. Programming Faye 01 - Trade + Alerts .ts

3. Faye 02 Theory.pdf

4. Programming Faye 02 - Semi-Automated Robot (Alert Only) .ts

1. Expanding our Trading Options - Reasons for Reading and Writing Data.pdf

2. Download Code.pdf

3. One number - Read and Write data (Part 1) .ts

4. Multiple numbers - Read and Write data (Part 2) .ts

5. Write to the end + Error Management - Read and Write data (Part 3) .ts

6. Storing files_Nontester and Tester.pdf

7. Bid Ask Spread Logger.pdf

1. Download Code for Programming Basics 6.pdf

2. MT4 Nuances Part 1.pdf

3. MT4 Nuances Part 2.pdf

4. Modifying Function Inputs – Multiple Outputs and Arrays.pdf

5. Backtest Accuracy - Accounting for Different Quote and Deposit Currency.pdf

6. Fixing with Custom Tick Values (Programming) - Different Quote and Deposit Currencies .ts

7. Testing Features and Limitations in MT4.pdf

1. Prudence_behavioural framework.pdf

2. Types of alpha_Intro.pdf

3. Alpha Type 1_Data.pdf

4. Alpha Type 2_Global Macro.pdf

5. Alpha Type 3_HFT.pdf

6. Alpha Type 4_Market Microstructure.pdf

7. Semi Algorithmic Trading.pdf

8. Commission Volatility and Shift 0.pdf

9. 5 Realities of Algorithmic Trading - All Strategies Die Eventually.pdf

10. Crowd Behaviour_Outwitting the Masses.pdf

1. What is walk forward optimisation.pdf

2. Wrong way to optimise.pdf

3. WFO Demonstration AlgoTrad-master-t-1653019398001.ts

4. Download Code and File.pdf

5. Recording Results, Expectations and Automation.pdf

6. WFO Does Not Eliminate Curve Fitting - Look-Ahead and P-Hacking.pdf

7. Profit is Not Enough - Customising Objective Functions.pdf

8. Coding Customised Objective Functions (Part 1).pdf

9. Coding Customised Objective Functions (Part 2).pdf

10. Size of In and Out-of-Samples + Overall Duration.pdf

11. WFO and Performance Analysis.pdf

1. EA for CFD.pdf

2. Download code for this chapter.pdf

3. Demo accounts for CFDs.pdf

External Information Inputs.pdf

Name

Chapter 1 Here's What You Are In For!

Chapter 2 Python Basics 1 - The First Step

Chapter 3 No Data No Trading - Getting Some Basic Data In

Chapter 4 Volatility Pairs Trading - Our First Strategy (A Teaser into Practical Pair Trading)

Chapter 5 Python Basics 2 - Foundations

Chapter 6 Strategy Design I - Differentiating Luck and Skill

Chapter 7 Practical Statistics 101 - Making Sense of Key Figures

Chapter 8 A Library for Data Analysis - Pandas (Not the lazy animal!)

Chapter 9 Strategy Design II - Creating Alpha Out of Thin Air The Magic of Synthetic Assets

Chapter 10 Practical Cointegration Trading Ideas

Chapter 11 (Strategy) Bond Futures Synthetic Structures - The Calendar Spreads I

Chapter 12 (Strategy) Bond Futures Synthetic Structures - The Calendar Spreads II

Chapter 13 Python Basics 3 - Functions and OOP

Chapter 14 Backtesting Theories - Our Aim and the Mistakes to Avoid

1. AT101 or PT101.docx.pdf

2. Why Code for Trading The New Mindset - Trading Ideas and Concepts (Part 1) .ts

3. Why Code for Trading The New Mindset - Trading Ideas and Concepts (Part 2) .ts

4. Why Code for Trading The New Mindset - Trading Ideas and Concepts (Part 3) .ts

5. Holy Grail of Trading.pdf

6. Python for Trading_How to start your journey.pdf

7. Simple vs Complex - Overview and Approach to Strategies in this Course.pdf

8. Teaser strategy - Bond Futures Calendar Spread.pdf

1. Why Python Over Other Languages_v2.pdf

2. AlgoTrading101 Partners with Holistic Coding and Algo-Hunter.pdf

3. Get the Snake - Installing Anaconda .ts

4. Using the Command Line .ts

5. Overview of our Research and Execution Tool - Jupyter Notebook .ts

6. What Snakes are these Anaconda vs Python.docx.pdf

7. Preferred Way to Open Your Jupyter Notebook.pdf

8. Download Code for Chapter 2.pdf

9. The Basic Building Blocks - Variables and Expressions .ts

10. Know what You Can Do - Jupyter Notebook & Python Superpower List.pdf

11. What are libraries packages modules.pdf

1. Download Code for Chapter 3.pdf

2. Get Data from Quandl - Let's Get Apple's Stock Prices .ts

3. Quandl WIKI Database Limitations - Yahoo Finance to the Rescue.pdf

4. Installing Library for Yahoo Finance API More Libraries required .ts

5. Retrieving Data from Yahoo Finance API -.ts

Installing Library for Yahoo Finance API.pdf

1. 2 Behaviours - Correlation vs Cointegration .ts

2. Pair Trading - The Basic Cointegration Strategy (Part 1).ts

3. Pair Trading - The Basic Cointegration Strategy (Part 2) .ts

4. Volatility Pairs Trading_Intro.pdf

5. Volatility Pairs Trading – Check it with our Eyes! (Visual Backtesting) - Part 1 1.ts

6. Volatility Pairs Trading – Check it with our Eyes! (Visual Backtesting) - Part 2 .ts

7. Longs Shorts Spreads.pdf

8. Download Code for Chapter 4.pdf

9. Volatility Pairs Trading_Preparing for the Statistical Backtest.pdf

10. Volatility Pairs Trading – The Real Test! Running our Statistical Backtest (Part 1).ts

11. Volatility Pairs Trading – The Real Test! Running our Statistical Backtest (Part 2).ts

12. Volatility Pairs Trading – The Real Test! Running our Statistical Backtest (Part 3).ts

13. Volatility Pairs Trading – The Real Test! Running our Statistical Backtest (Part 4).ts

Volatility Pairs Trading_Strategy Details for the Real World.pdf

Volatility Pairs Trading – The Real Test! Running our Statistical Backtest (Part 1).pdf

Volatility Pairs Trading – The Real Test! Running our Statistical Backtest (Part 4).pdf

1. Just so you don't feel lost.pdf

2. Running all Cells .pdf

3. Download Code for Chapter 5.pdf

4. Counting stuff in Python.ts

4. Variables contain different Types of Info - Data Types .ts

5. The Simplest Table (Lists of Values) + Datetime Management.ts

6. The Simplest Tables with Unchangeable Values - Tuples .ts

7. If A happens, do B - Conditional Statements .ts

8. Printing stuff - Formatting your texts and numbers.ts

9. Meaning behind String Symbols.pdf

10. Do Something Many Times in a Different Way - While Loops.ts

11. Loops Practice 1 - Basic For Loops .pdf

12. Do Something Many Times in a Different Way - While Loops.ts

13. Loops Practice 2 - Basic While Loops _ AlgoTrading101.pdf

14. Looping Twice - Nested Loops .ts

15. Loops Practice 3 - Nested Loops _ AlgoTrading101.pdf

16. If A then B, Many Times - Loops with Conditionals AlgoTrading101-master-t-1663332387001.ts

17. Loops Practice 4 - Conditional Loops.pdf

18. Answers to Loops Practice 1 to 4 .ts

19. Loops with some Control (Continue, Break and Pass) .ts

20. Loops Practice 5 - Calculating Stock Metrics .pdf

21. Answers to Loops Practice 5 .ts

22. For Loops without Range.pdf

23. When to use For vs While Loops.pdf

24. Get Data from CSV and TXT .ts

25. Exporting dataframe to CSV.pdf

26. Self-learning guide and getting help.pdf

27. Elegant Code vs Learning Trading.pdf

1. Market Prudence is the most important concept.pdf

2. Market Inefficiency Discovery vs Exploitation.pdf

3. Retail vs Professional Traders - How to win.pdf

4. Us vs Hedge Funds.pdf

5. Outwitting the Masses - Second-Order Thinking.pdf

6. How to choose what markets to trade.pdf

1. Calculating Long Term Expected Payout of a Robot.ts

2. Statistical Significance and Law of Large Numbers - More is better .ts

3. What is an Abnormal Move – Understanding Standard Deviations.pdf

4. Stock Returns Behaviour – Understanding Normal Distributions.pdf

5. Minimum Sample Size and Application to Trading .ts

6. Cointegration Simplified.pdf

7. Optional Readings on Statistics_Updated for PT101.pdf

8. Correlation and Sensitivity_Regression.pdf

9. Real Role of Statistics in our Trading.pdf

1. Generating Random Numbers _ AlgoTrading101.pdf

2. What is Pandas and Why Do We Need It.pdf

3. Download Code for Chapter 8.pdf

4. Two Column Tables of Data - Dataframe (This one is important) .ts

5. Managing Dataframes - Editing our Tables .ts

6. Managing Dataframes 2 - Changing the Shape of our Dataframes .ts

7. Datetime Management - Adding Dates to Dataframes .ts

8. Pandas Exercise 1.pdf

9. Change Data Type of Dataframe.pdf

10. Dealing with NaN NaT.pdf

11. Pandas Exercise 2.pdf

12. What is a Pandas Series.pdf

13 What is a Pandas Series .ts

1. Introduction to Synthetic Assets - Why Does It Produce Alpha .ts

2. Types of Synthetic Assets - Hedging in Different Ways (Part 1).ts

3. Types of Synthetic Assets - Hedging in Different Ways (Part 2) .ts

4. Moving Beyond Spreads - Spread^2 and Others.pdf

5. Download Code for the Chapter.pdf

6. Practice 1 - Dollar hedging (Questions).pdf

7. Practice 1 (Answers) - Dollar-Hedged Structure (Part 1) .ts

8. Practice 1 (Answers) - Dollar-Hedged Structure (Part 2) .ts

9. Manipulating the Shapes of Structures using Multipliers.ts

10. Effect of multipliers on synthetic assets summary.pdf

11. An impossible structure.pdf

12. Normalising the first value to 1.pdf

Cointegration Trading Ideas.pdf

No-code research tools.pdf

1. Bond futures calendar spreads Part 1.pdf

2. Bond Yields and Prices.pdf

3. Bond futures calendar spreads Part 2.pdf

4. Finding Alpha in STIR Futures.pdf

5. Download code for this chapter.pdf

6. Code to download BAX data.pdf

7. Downloading and Cleaning BAX Data Correction .ts

8. Calculating and Plotting a Double Butterfly in Python (Part 1).ts

9. Calculating and Plotting a Double Butterfly in Python (Part 2) .ts

10. Charting STIR Futures Structures on Tradingview.pdf

11. List of STIR Futures - Common and Less Common STIRs.pdf

12. Opening a Interactive Brokers Demo account to Trade STIR Futures.pdf

13. Booktrader on Interactive Brokers.pdf

14. Bond futures calendar spreads Part 3.pdf

15. Bond futures calendar spreads Part 4.pdf

16. Prepare for Battle - Set up your Interactive Brokers Layout (Part 1).ts

17. Prepare for Battle - Set up your Interactive Brokers Layout (Part 2).ts

18. Finding Your Asset in Interactive Brokers.pdf

19. Mental Sums - Calculating Price of Double Butterfly from Booktraders.pdf

20. Time for Battle! Demonstrating How to Execute a D.Butterfly (Part 1) .ts

21. Time for Battle! Demonstrating How to Execute a D.Butterfly (Part 2) .ts

Downloading and Cleaning BAX Data Correction.pdf

Prepare for Battle - Set up your Interactive Brokers Layout (Part 2).pdf

Time for Battle! Demonstrating How to Execute a D.Butterfly (Part 2).pdf

1. New Weapon.pdf

2. Demonstrating the new weapon - The Combination Order.ts

3. Understanding the IBKR Combination Order.pdf

4. Bond futures calendar spreads Part 5.pdf

5. A New Weapon - Finding Opportunities in the Term Structure (Part 1).ts

6. A New Weapon - Finding Opportunities in the Term Structure (Part 2).ts

7 .Term structure and STIR pricing.pdf

8. Bond futures calendar spreads Part 6.pdf

9. Bond futures calendar spreads Part 7.pdf

10. Downloading and Storing BAX data in Bulk.pdf

11. Capital requirements_how much do you need for bax stir trading.pdf

12. Bond futures calendar spreads Part 8.pdf

13. STIR Trade Sizing and Non.pdf

14. A New Weapon - Finding Opportunities in the Term Structure (Part 2).pdf

15. BAX End Note.pdf

1. Those who are good at Python can skip this chapter.pdf

2. What are functions_little factories.pdf

3. Download Code.pdf

4.1 User-Defined Functions - Learn to Code Your Own Factories! Building a user-defined functionMultiple inputs .ts

4. User-Defined Functions - Learn to Code Your Own Factories!.ts

5. Function Questions 1.pdf

6. Functions Practice 1 - Solutions (Part 1).ts

7. Functions Practice 1 - Solutions (Part 2) AlgoTrading101-master-t-1649334831001.ts

8. What are Scripts - Simple Python file (Also How to import your own code) .ts

9. Uses of Python scripts vs Jupyter Notebooks.pdf

10. Modules vs Libraries vs Packages - Understanding the Terminologies _ AlgoTrading101.pdf

11. OOP Series - Object-Oriented Programming (OOP) Simplified. Objects store values andor does stuff.ts

12. OOP Series - Difference between Classes and Objects.ts

13. What is the point of OOP.pdf

14. OOP Series - Object Variables Storing Values (Part 1) .ts

15. OOP Series - Object Variables Storing Values (Part 2) Yahoo_fin Installation.ts

16. OOP Series - Object Functions Doing stuff.ts

17. Objects Practice 1 - Object Variables (Questions + Solutions) _ AlgoTrading101.pdf

18. Objects Practice 2 - Object Functions (Questions) _ AlgoTrading101.pdf

19. Objects Practice 2 - Object Functions (Solutions) Part 1.ts

20. Objects Practice 2 - Object Functions (Solutions) Part 2.ts

21. Naming Conventions.pdf

Functions Practice 1 - Solutions (Part 1).pdf

OOP Series.pdf

1. What is backtesting.pdf

2. The Aim of Backtesting - We are NOT trying to build the Ultimate Strategy.pdf

3. 3 Big Mistakes of Backtesting - Overfitting_Look-Ahead-Bias_pHacking.pdf

4. Solution to the 3 Big Mistakes in Backtesting.pdf