Statistical Arbitrage Bot Build in Crypto with Python (A-Z)
- Descrição
- Currículo
- FAQ
- Revisões
As requested by the Crypto Wizards community, this course provides you with:
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An intuitive understanding of trading principles in crypto (and other) markets
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Optimal calculations for risk, position sizing and entry/exit signals
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Everything you need to know to practically get started in Statistical Arbitrage
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How to find edge in multiple places and stack as many odds in your favour as possible
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Pairs trading concepts which can profit in upwards, sideways and downwards (all) market conditions
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An understand of Statistical Arbitrage and associated metrics
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An understand on how trading works on a Crypto Exchange
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How to tap into exchange price information at lightening speed via WebSockets and REST API
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Python code and walkthrough (line-by-line) for finding your own co-integrated statistical arbitrage trading pairs
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Python code and walkthrough (line-by-line) for developing your own trading bot
Most retail traders never learn some of what you will come across here, either because those who understand the concepts have not taken the time to break this down so that anyone can follow, or because there is so much nonsense existing today that filtering through the noise can be challenging.
In this course, we aim to break down barriers so that absolutely ANYONE can understand and tap into the advantages that these techniques can provide. The lecturer, Shaun McDonogh, himself admits that he is not a math wiz, nor needs to be. Once you understand these principles, you can apply them anywhere.
We will be using the ByBit exchange (taking advantage of one major benefit offered by the exchange) to build and test our bot. At no point do we use real money for testing. Rather, we use the testate funds provided by the exchange for ensuring forward testing in a “live” testate environment.
IMPORTANT: This course is for educational purposes only. Nothing you learn in this course is promising favourable or adverse results. You will be learning known methods for calculating statistical arbitrage and building trading bots. How you test and implement this knowledge is up to you.
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7The Biggest Illusion in TradingVídeo Aula
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8Probability - That Math Does Not LieVídeo Aula
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9Edge #1 - Strategy and SignalVídeo Aula
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10Edge #2 - Optimal Position SizingVídeo Aula
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11Edge #3 - Becoming the CasinoVídeo Aula
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12Edge #4 - Profiting in Up, Down and Ranging marketsVídeo Aula
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13Edge #5 - Managing Exchange and Volatility RiskVídeo Aula
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14Check Your KnowledgeQuestionário
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20Manually Trading with ByBit - OverviewVídeo Aula
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21What ACTUALLY Moves PriceVídeo Aula
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22Other Important Orderbook InformationVídeo Aula
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23IMPORTANT: Check Your Leverage SettingsVídeo Aula
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24Placing Both MARKET and LIMIT OrdersVídeo Aula
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25All About Shorting Crypto (Optional)Vídeo Aula
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26Placing Our First Short TradeVídeo Aula
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27Candlestick Charts (Optional, Recommended for Newbies)Vídeo Aula
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28About Conditional Orders and Closing CommentsVídeo Aula
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29Test Your KnowledgeQuestionário
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38Strategy - Coding Plan ReviewVídeo Aula
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39Strategy - Getting StartedVídeo Aula
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40Creating Input Variables (Config File)Vídeo Aula
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41WebSockets and Rate LimitsVídeo Aula
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42Getting Tradeable SymbolsVídeo Aula
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43Getting and Storing Price Information - Part IVídeo Aula
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44Getting and Storing Price Information - Part IIVídeo Aula
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45Checkpoint: Review Price History FileVídeo Aula
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46Structuring Close PricesVídeo Aula
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47Calculating CointegrationVídeo Aula
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48Saving and Ranking PairsVídeo Aula
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49Checkpoint II: Progress and RecapVídeo Aula
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50Writing our Backtesting and Charting ScriptsVídeo Aula
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51Plotting and Analysing ChartsVídeo Aula
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52Backtesting - Performance ReviewVídeo Aula
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53UPDATE - Automated Backtesting with PDF OutputVídeo Aula
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54Reviewing Our Selected Trading Strategy PlanVídeo Aula
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55Executing Coding Plan ReviewVídeo Aula
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56Configuration Variables and API ConnectionsVídeo Aula
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57Establishing Our WebSocket ConnectionVídeo Aula
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58Creating Calculation FunctionsVídeo Aula
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59Testing Calculation Trade Details FunctionVídeo Aula
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60Function for Position Side and SizeVídeo Aula
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61Closing Positions and Active OrdersVídeo Aula
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62Setting LeverageVídeo Aula
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63Building Our Place Order FunctionVídeo Aula
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64Initialise Order ExecutionVídeo Aula
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65Price Calls - Part IVídeo Aula
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66Price Calls - Part IIVídeo Aula
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67Price Calls - Getting LiquidityVídeo Aula
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68Statistical Functions with Z-ScoreVídeo Aula
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69Getting Latest Z-Score SignalVídeo Aula
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70Checking for Open and Active PositionsVídeo Aula
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71Retrieving Price and Quantity for Open and Active PositionsVídeo Aula
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72Query Existing OrdersVídeo Aula
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73Checking Limit Order StatusVídeo Aula
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74Final Functions and PreparationVídeo Aula
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75Starting Main Execution and Checking PositionsVídeo Aula
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76HOT Qualification and Liquidity CheckVídeo Aula
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77Determining Long, Short and Initial CapitalVídeo Aula
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78Placing Limit OrdersVídeo Aula
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79Placing BTC and ETH Orders (Liquidity Test)Vídeo Aula
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80Handling Limit Positions and Returning Kill SwitchVídeo Aula
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81Testing Our BotVídeo Aula
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82BUG FIX - Kill SwitchVídeo Aula
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83Restoring Bot to Intended ConfigVídeo Aula
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84StatBot I ReviewVídeo Aula
