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Advanced Strategy and Automation for Trading Bots · LearnSpace
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courseraПрограммирование

Advanced Strategy and Automation for Trading Bots

Курс от Packt
Продвинутый≈ 9.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this course, you'll take your trading bot to the next level by incorporating advanced strategies and automation. You'll learn how to use mathematical, logical, and comparison operators to build complex decision-making processes for your bot. The course also covers support and resistance analysis, teaching you to identify key price levels in the market for better trade execution. You will then dive deep into candlestick pattern analysis, turning these patterns into actionable data for decision-making. Additionally, you'll explore advanced statistical methods such as linear and polynomial regression, helping you design algorithms that can make accurate market predictions. The course also covers market trends and volatility, providing the knowledge to adjust your trading strategy dynamically based on market conditions. The course culminates in learning how to set up looping logic to automate repetitive tasks and backend workflows in your trading bot. From retrieving real-time asset prices to automating complex tasks, you will master the skills necessary to build an intelligent, fully automated trading system. Whether you're automating trades or analyzing complex market data, this course will equip you with the tools to take your trading bot to new heights. This course is intended for individuals who have a foundational understanding of trading bots and no-code development. You should have completed the introductory parts of trading bot creation or have experience with similar platforms. The course is designed for intermediate learners looking to expand their skills in automation, algorithmic trading, and data analysis. By the end of the course, you will be able to design and implement advanced trading strategies, automate complex tasks, and integrate statistical analysis for improved trading decision-making.

Навыки, которые вы освоите

AlgorithmsTechnical AnalysisRegression AnalysisMarket DynamicsAutomationBack-End Web DevelopmentMarket TrendBusiness Process AutomationSecurities TradingAdvanced AnalyticsWorkflow ManagementTrend AnalysisData-Driven Decision-MakingDecision IntelligenceFinancial MarketData VisualizationFinancial TradingComputational LogicPredictive ModelingMarket Data

Программа курса

7 модулей · 48 учебных материалов

01Bot: Creating the Math Strategy9 материалов

Bot: Creating the Math Strategy

Introduction to the Course 'Advanced Strategy and Automation for Trading Bots'ЧтениеFull Specialization ResourceЧтениеMath OperatorsВидеоComparison OperatorsВидео

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Packt - Course Instructors

Преподаватель курса

Advanced Strategy and Automation for Trading Bots
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 9.9 ч

7 модулей

Язык: Английский

Часть программы вашего университета
Logical OperatorsВидео
Convert to NumberВидео
Items By #, First, Last Etc.Видео
Mastering Operators and Data Types in BubbleDIALOGUE
Bot: Creating the Math Strategy - AssessmentЗадание
02Bot: Support & Resistance9 материалов

Bot: Support & Resistance

Merging ListsВидеоSupport Line (Min)ВидеоSupport Line (Range & Confirmation)ВидеоResistance Line (Min, Range & Confirmation)ВидеоStrong / Weak VisualizationВидеоSupport & Resistance Chart VisualizationВидеоLayers & States (Visibility)ВидеоBuilding and Visualizing Support & Resistance Lines in BubbleDIALOGUEBot: Support & Resistance - AssessmentЗадание
03Bot: Candlestick Analysis4 материалов

Bot: Candlestick Analysis

Candlestick Pattern to MathВидеоTranslating Candlestick PatternsВидеоSpotting a Bearish Engulfing Candlestick PatternDIALOGUEBot: Candlestick Analysis - AssessmentЗадание
04Bot: Algorithm Design & Statistics7 материалов

Bot: Algorithm Design & Statistics

Designing Algorithms without CodeВидеоLinear RegressionВидеоRegression ChartВидеоCalculating PredictionsВидеоPolynomial RegressionВидеоApplying Regression Models to Financial Market DataDIALOGUEBot: Algorithm Design & Statistics - AssessmentЗадание
05Bot: Identifying State / Trend3 материалов

Bot: Identifying State / Trend

Identify Trend, Volatility & Market StateВидеоIdentifying Market Trends for a Trading BotDIALOGUEBot: Identifying State / Trend - AssessmentЗадание
06Automations: Looping Logic12 материалов

Automations: Looping Logic

Intro & SetupВидеоCreating a Backend WorkflowВидеоStoring a Workflow IDВидеоStopping a Backend WorkflowВидеоTrading Bot LogicВидеоGet Asset Price (Stock, Crypto, etc.)ВидеоShow Price in AppВидеоIntro to Looping LogicВидеоRemove Backend WorkflowВидеоAutomating Complex TasksВидеоAutomating Asset Price Tracking with Bubble Backend WorkflowsDIALOGUEAutomations: Looping Logic - AssessmentЗадание
07Conclusion4 материалов

Conclusion

ConclusionВидеоConclusion to the Course 'Advanced Strategy and Automation for Trading Bots'ЧтениеFull Cource Practice AssessmentЗаданиеFull Cource AssessmentЗадание