This course provides a clear and structured introduction to how artificial intelligence is transforming modern financial markets. Learners explore the core AI models used in trading—such as machine learning, natural language processing, and reinforcement learning—while understanding how these tools enhance decision-making, forecasting, and portfolio management. The program also examines the data, technology, risk frameworks, and ethical considerations essential for building reliable AI-driven trading systems. Designed for traders, analysts, data scientists, and investors, this course equips participants with the foundational knowledge and practical insights needed to navigate and leverage AI in today’s fast-evolving financial landscape.

Crescimento

Competências e objetivos de aprendizagem

Há 9 módulos neste curso


  • Historical Evolution of AI in Financial SystemsDesbloqueia este curso para ver4min 54s
  • Core AI Methodologies for Financial ApplicationsDesbloqueia este curso para ver14min 46s

  • Mechanisms of Financial TradingDesbloqueia este curso para ver7min 6s
  • Investment Strategies and Portfolio TheoryDesbloqueia este curso para ver5min 17s
  • Market Structures and Financial InstrumentsDesbloqueia este curso para ver9min 11s
  • Risk-Return DynamicsDesbloqueia este curso para ver6min 11s

  • Supervised and Unsupervised Machine LearningDesbloqueia este curso para ver13min 43s
  • Natural Language Processing for Sentiment AnalysisDesbloqueia este curso para ver6min 25s
  • Reinforcement Learning for Trading OptimizationDesbloqueia este curso para ver4min 7s

  • Taxonomy of Financial DataDesbloqueia este curso para ver6min 20s
  • Data Preprocessing and Feature SelectionDesbloqueia este curso para ver3min 30s
  • Challenges in Real-Time Data UtilizationDesbloqueia este curso para ver3min 19s
  • Data Governance and ComplianceDesbloqueia este curso para ver1min 33s
  • Feature Engineering Case StudyDesbloqueia este curso para ver1min 22s

  • Programming Languages and LibrariesDesbloqueia este curso para ver5min 39s
  • Cloud Computing and DeploymentDesbloqueia este curso para ver3min 16s
  • Overview of AI Trading EcosystemDesbloqueia este curso para ver2min 40s

  • Algorithmic Trading Systems and Case StudyDesbloqueia este curso para ver6min 34s
  • Automated Portfolio Management and OptimizationDesbloqueia este curso para ver3min 34s
  • Performance Metrics and EvaluationDesbloqueia este curso para ver2min 43s
  • Backtesting and Simulation TechniquesDesbloqueia este curso para ver2min
  • AI Development Lifecycle in Trading SystemsDesbloqueia este curso para ver2min 26s

  • AI Applications in Risk Modeling and Case StudyDesbloqueia este curso para ver7min 24s
  • Ethical Implications of AI in TradingDesbloqueia este curso para ver3min 22s
  • Regulatory Frameworks for AI in FinanceDesbloqueia este curso para ver3min 34s

  • Case Study 1: AI-Powered Sentiment Analysis for Trading Tesla StockDesbloqueia este curso para ver2min 18s
  • Case Study 2: Reinforcement Learning for Crypto Arbitrage on BinanceDesbloqueia este curso para ver2min 5s
  • ClosingDesbloqueia este curso para ver1min 5s

Exame final

Avalia a tua aprendizagem com um exame final que abrange todos os temas do curso.

Este curso faz parte das seguintes certificações

Certified Portfolio & Fund Manager (CPFM)Emitido pela Capital Academy e pela American University in Dubai (AUD)

Certified Portfolio & Fund Manager (CPFM)

63 CursosExercícios interativos ilimitados

Desbloquear certificado
Certificate in AI-Powered Financial Analysis (CAFA)Emitido pela Capital Academy e pela American University in Dubai (AUD)

Certificate in AI-Powered Financial Analysis (CAFA)

56 CursosExercícios interativos ilimitados

Desbloquear certificado
AI & Algo Trading Certification (AIAT)Emitido pela Capital Academy e pela American University in Dubai (AUD)

AI & Algo Trading Certification (AIAT)

54 CursosExercícios interativos ilimitados

Desbloquear certificado

Perguntasfrequentes sobre o curso

The course aims to introduce learners to the foundations and practical applications of AI in trading and investment, including machine learning, deep learning, NLP, reinforcement learning, and their role in financial decision-making.
It is designed for individuals seeking to understand how AI transforms trading systems, portfolio management, risk modelling, and financial analytics.
The module covers supervised and unsupervised learning, deep learning architectures, reinforcement learning, and transformer-based NLP models, along with their applications in forecasting, signal generation, and sentiment analysis.
The course explains data types, preprocessing, validation, feature engineering, and real-time data pipelines, emphasizing data governance, compliance, and model reliability.
The course discusses model risk, bias, transparency, regulatory expectations, stress-testing, volatility forecasting, and responsible AI governance in finance.

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