AI for Financial Analysis
Build Predictive Trading Models with Machine Learning and Financial DataBy Renata Holloway
Length8h 4m
About this audiobook
Machine learning for finance and quantitative analysis are transforming how analysts work. In AI for Financial Analysis, Renata Holloway delivers a hands-on guide to building practical tools for valuation, risk modeling, and time-series prediction. From beginner to pro, you'll learn to forecast markets, automate workflows, and gain a competitive edge. This book stands apart from generic texts by focusing on real-world implementation. Competing with authors like [placeholder], Holloway offers clear code examples and case studies that bridge theory and practice.
What You'll Build
Automated valuation models using regression and neural networks
Risk assessment tools with classification and anomaly detection
Time-series forecasting for stocks, bonds, and macroeconomic data
Portfolio optimization via reinforcement learning
Who This Is For
Financial analysts, data scientists, and developers seeking to apply AI/ML to finance. No prior ML experience required—just basic Python skills. Holloway's step-by-step approach ensures you can deploy models immediately. Unlike [placeholder]'s theoretical works, this book emphasizes practical tools and actionable insights.
Master financial modeling with machine learning. From data preprocessing to deployment, AI for Financial Analysis equips you with the skills to automate analysis, predict trends, and make data-driven decisions. Start your journey today.
Audiobook details
GenreTechnology
Length8 hrs 4 mins
Narrated byListen with 1,000+ voices
FormateBook with Audio
LanguageEnglish
Table of contents
1Introduction
12Chapter 10 — Sentiment Analysis: Harvesting News and Social Media Alpha
2Preface
13Chapter 11 — Building a Fear & Greed Sentiment Index
3Chapter 1 — Setting Up Your AI Trading Lab
14Chapter 12 — Risk Management and Position Sizing
4Chapter 2 — Acquiring and Cleaning Financial Data
15Chapter 13 — Portfolio Optimization with AI
5Chapter 3 — Feature Engineering: Technical Indicators and Price Patterns
16Chapter 14 — Reinforcement Learning for Trading
Show all chaptersShow less
6Chapter 4 — Backtesting 101: A Simple Moving Average Crossover Strategy
17Chapter 15 — Alternative Data: Earnings Calls, SEC Filings, and High-Frequency Data
7Chapter 5 — Machine Learning Foundations for Financial Data
18Chapter 16 — From Backtest to Paper Trading: Building Your Bot’s Execution Logic
8Chapter 6 — Predicting Price Direction with Logistic Regression and Random Forests
19Chapter 17 — MLOps for Traders: Automating Retraining and Monitoring
9Chapter 7 — Gradient Boosting and XGBoost for Trading Signals
20Chapter 18 — Ethics, Regulations, and Avoiding Catastrophic Loss
10Chapter 8 — Deep Learning for Time Series: LSTMs and Sequence Models
21About the Author
11Chapter 9 — Transformer Models for Financial Forecasting
LiftoffEric Berger9h 4m$29 · $0.00
ApolloCharles Murray, Catherine Bly Cox18h 15m$30
Improvised Weapons and Munitions - The Official U.S. Army ManualU.S. Department of the Army4h 38m$2 · $0.00
Frosty: The incredible true story of the boy from Doonside who became a Bathurst kingMark Winterbottom8h 9m$26 · $0.00
Cadillac Desert, Revised and Updated EditionMarc Reisner27h 56m$30
The Honey BusMeredith May9h 31m$25 · $0.00
Operation PedestalMax Hastings12h 29m$29 · $0.00
When the Heavens Went on SaleAshlee Vance18h 20m$40 · $0.00
The Collected Works of Nikola TeslaNikola Tesla48h 43m$2 · $0.00
Everybody Has a Podcast (Except You)Justin McElroy, Travis McElroy, Griffin McElroy5h 9m$24 · $0.00
Hands of TimeRebecca Struthers8h 8m$26 · $0.00
Never Lost AgainBill Kilday10h 1m$29 · $0.00
How the Internet HappenedBrian McCullough13h 28m$23 · $0.00
Collected Writings of Nikola TeslaNikola Tesla, Thomas Commerford Martin21h 50m$1 · $0.00
Just AspireAjai Chowdhry9h 13m$29 · $0.00
The Little Book of AliensAdam Frank8h 20m$26 · $0.00
KargilV.P. Malik15h 18m$24 · $0.00
Fire on the HorizonTom Shroder, John Konrad8h 23m$26 · $0.00
The Boy Who Harnessed the WindWilliam Kamkwamba, Bryan Mealer10h 5m$29 · $0.00
Mars Rover CuriosityRob Manning, William L. Simon7h 43m$20
You may also like
Polyglotpython:Jimmy L. De Mello1h 41m$30 · $0.00
Social Media Marketing BoostFernando Moreira0m1 (1)$7 · $0.00
The Start-up Founder's Guide to Digital MarketingPramod Maloo8h 17m$20 · $0.00
ISO/IEC 38500: A pocket guide, second editionAlan Calder46m$14 · $0.00
The New Roaring TwentiesPaul Zane Pilzer8h 40m$20 · $0.00
Google ItAnna Crowley Redding4h 18m$15
Strategies For Financial SuccessEdivaldo Ascaneo32m$6 · $0.00
Chatgpt Complete GuideJoaquin Gener1h 23m$6 · $0.00
Business-Englisch lernen Audio - Eine kraftvolle PräsentationMelita Cameron-Wood58m$17
The future of BlockchainUnknown Author1h 2m$17 · $0.00
Story Behind HyperfaceRekha Balakrishnan9m$4
Reengineering the CorporationMichael Hammer, James Champy1h 29m$16 · $0.00
ITIL Foundation Essentials ITIL 4 Edition - The ultimate revision guide, second editionClaire Agutter1h 12m$27 · $0.00
AI in the Writing WorkshopDennis Magliozzi, Kristina Peterson5h 28m$20
Day Trading AttentionGary Vaynerchuk8h 25m$28 · $0.00
Gamification (Audiobook)Unknown Author1h 30m$18 · $0.00
The Evolution of Technologythe Speech Resource Company9h 30m$20
Computers on the FarmDeborah Takiff Smith1h 21m$2 · $0.00
Me, My Customer, and AIHenrik Werdelin, Nicholas Thorne3h 41m$20
NFTs : The Future of Digital PropertyUnknown Author43m$17 · $0.00