AI Share Market Research

AI Market Research is a free educational app that explains how Artificial Intelligence is used to study the stock market. The app by Mr. Nagesh Anand Goden turns PhD research on AI, Machine Learning, Deep Learning, Reinforcement Learning and Algorithmic Trading into clear, beginner-friendly lessons. It is made for students, researchers, traders, investors and anyone curious about how AI, data and algorithms come together in financial markets. All lessons are stored in the app, so you can learn anywhere, even without internet. 11 RESEARCH-BASED LEARNING MODULES • Introduction to Algorithmic Trading: how it works, types, human vs algorithmic trading • Market Data: OHLC, volume, order book, bid/ask, volatility, news and sentiment • Data Preprocessing & Feature Engineering: cleaning, scaling, lagged features, PCA, data leakage • Technical Indicators: Moving Average, RSI, MACD, Bollinger Bands, Stochastic Oscillator, Volume • Machine Learning: Linear Regression, SVM, Random Forest, K-Nearest Neighbors • Deep Learning: ANN, CNN, LSTM and Transformer models for time-series data • Reinforcement Learning: agent, environment, state, action, reward and policy • Algorithmic Trading Strategies: trend following, mean reversion, statistical arbitrage, market making and AI-driven strategies • AI-Based Stock Prediction: classification vs regression, train/validation/test data, evaluation and overfitting • Risk Management & Backtesting: stop loss, position sizing, drawdown, Sharpe ratio, profit factor • Challenges & Future Research: model drift, explainability, regime changes, hybrid and explainable AI PhD RESEARCH SECTION Research overview, problem, objectives, methodology, data sources, feature engineering, AI/ML models, trading strategy engine, risk management, backtesting, limitations, future scope and references, along with the full research architecture: Market Data → Preprocessing → Feature Engineering → AI/ML Models → Strategy Engine → Risk Management → Execution. USEFUL CALCULATORS • Risk / Reward Calculator • Position Size Calculator • CAGR Calculator • SIP Calculator Every calculator checks your inputs and shows how the result is calculated. IMPORTANT MARKET LINKS Quick access to official resources such as SEBI, SEBI SCORES, NSE, BSE, the SEBI investor education website, company announcements and filings, and TradingView charts. Links open in your browser. MORE FEATURES • Search across all modules, topics, models, indicators and links • Bookmark topics and find them in My Bookmarks • Formulas, key ideas, comparison tables and step-by-step flow diagrams • Clean dark design, light-weight app, works fully offline • No login, no ads, no subscriptions, no personal data collected DISCLAIMER This app is for educational and research purposes only. It does not provide investment advice or any buy/sell recommendations, and it does not execute trades or connect to any broker. AI and machine-learning models can be wrong, and past or backtested performance does not guarantee future results. Calculator results are educational estimates. Please verify information independently and consult a SEBI-registered professional before investing. External websites belong to their respective organisations, and this app is not affiliated with or endorsed by them. The app by Mr. Nagesh Anand Goden.