Data-Driven Dollars The Rise of Predictive Investment Systems

Harnessing AI and Big Data to Redefine the Future of Wealth Creation
Author: Anshuman Mishra, M.Tech (Computer Science), Assistant Professor, Doranda College, Ranchi
🧠 Book Description
The Dawn of Intelligent Investing
The financial world is no longer ruled by instinct or human intuition alone-it is now dominated by algorithms, data, and artificial intelligence. Data-Driven Dollars: The Rise of Predictive Investment Systems takes readers deep into the heart of the new financial era where machines think, learn, and trade with precision that surpasses human capability.
Author Anshuman Mishra brings over 18 years of experience in technology and computer science education to explore how Artificial Intelligence (AI), Machine Learning (ML), and Big Data are transforming the investment landscape. Written for investors, students, and technology enthusiasts, this book bridges the gap between complex financial algorithms and real-world application, making AI-driven investing understandable and actionable.
In today's hyper-connected global economy, data has become the new currency-every tweet, transaction, and trend contributes to the pulse of the market. From stock exchanges to cryptocurrency platforms, from hedge funds to personal investment apps, AI is rewriting the rules of wealth creation. Data-Driven Dollars explores the scientific foundations, the tools, and the ethical dilemmas of this evolution.
This book is not just theoretical-it is deeply practical. Each chapter includes real-world examples, AI tools, and predictive modeling techniques used by industry leaders. Whether you are a beginner seeking clarity on financial technology or an expert exploring advanced predictive systems, this book provides a complete roadmap for understanding how intelligent systems are redefining the world of money.
A Revolution Fueled by Data
The 21st century has unleashed a flood of information-from social media chatter to real-time economic indicators. Investors no longer make decisions based on limited reports; instead, machine learning algorithms process millions of data points in seconds, revealing patterns invisible to the human eye.
This book explains how data mining, natural language processing (NLP), and deep learning models analyze everything from company balance sheets to global news headlines to predict market behavior. You will discover how AI transforms these data streams into actionable insights and how big data has become the backbone of modern financial decision-making.
The chapters illustrate how predictive modeling allows investors to forecast stock movements, manage portfolio risks, and even sense shifts in investor sentiment before markets react. From algorithmic trading bots that execute millions of trades in milliseconds to AI advisors that personalize investment strategies, predictive systems are shaping the next generation of financial intelligence.
The Human and Machine Partnership
Contrary to the myth that AI replaces human investors, this book emphasizes collaboration-humans define strategy, AI executes it with precision. Machine learning models amplify human judgment by eliminating emotional biases and expanding analytical capability.
In the pages of Data-Driven Dollars, you'll explore how this partnership works:How financial analysts are using AI-generated insights to detect early market signals.How robo-advisors are delivering personalized investment portfolios based on behavioral data.How deep learning systems recognize hidden correlations across global economies.

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