Here’s a glimpse into my collection of books I’ve gathered over the last couple of years. Each volume has been a source of enlightenment, broadening my understanding across various subjects and contexts. For comprehensive reviews, please refer to my Goodreads Profile.
Technical Reads
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An Introduction to Statistical Learning with Applications in Python by
Gareth James on statlearning.com -
Software Engineering for Data Scientists: From Notebooks to Scalable Systems by
Catherine Nelson on Amazon -
The Deep Learning Architect's Handbook: Build and deploy production-ready DL solutions leveraging the latest Python techniques by
Ee Kin Chin on Amazon -
How to Lead in Data Science by
Jike Chong on Amazon -
Data-Centric Machine Learning with Python: The ultimate guide to engineering and deploying high-quality models based on good data by
Jonas Christensen on Amazon -
Unifying Business, Data, and Code: Designing Data Products With JSON Schema by
Ron Itelman on Amazon -
Accelerate Model Training with PyTorch 2.X: Build more accurate models by boosting the model training process by
Maicon Melo Alves on Amazon -
May Contain Lies: How Stories, Statistics, and Studies Exploit Our Biases―And What We Can Do about It
Alex Edmans on Amazon -
Applied Regression Analysis (Wiley Series in Probability and Statistics) Third Edition by Norman Draper
Julien Danjou on Amazon -
Deep Learning and XAI Techniques for Anomaly Detection: Integrate the theory and practice of deep anomaly explainability
Cher Simon on Amazon -
Federated Learning with Python: Design and implement a federated learning system and develop applications using existing frameworks by
Julien Danjou on Amazon -
Mastering Machine Learning Algorithms: Expert techniques for implementing popular machine learning algorithms, fine-tuning your models, and understanding how they work, 2nd Edition by
Giuseppe Bonaccorso on Amazon -
Data Science Projects with Python: A case study approach to gaining valuable insights from real data with machine learning, 2nd Edition by
Stephen Klosterman on Amazon -
Reproducible Machine Learning for Credit Card Fraud detection - Practical handbook by
ML Group on Amazon -
Vector Search for Practitioners with Elastic: A toolkit for building NLP solutions for search, observability, and security using vector search by
Bahaaldine Azarmi on Amazon -
Feature Engineering and Selection: A Practical Approach for Predictive Models by
Max Kuhn on Amazon -
Data Engineering with AWS - Second Edition: Acquire the skills to design and build AWS-based data transformation pipelines like a pro by
Gareth Eagar on Amazon -
Machine Learning Engineering in Action by
Ben Wilson on Amazon -
Applied Logistic Regression, 3rd Edition
Hosmer on Amazon -
Ensemble Methods for Machine Learning by
Gautam Kunapuli on Amazon -
Data Observability for Data Engineering: Proactive strategies for ensuring data accuracy and addressing broken data pipelines by
Michele Pinto on Amazon -
Software Engineering for Data Scientists by
Andrew Treadway on Manning -
Analysis of Ordinal Categorical Data 2nd Edition by
Alan Agresti on Amazon -
Machine Learning System Design by
Valerii Babushkin and Arseny Kravchenko on Manning -
Practical Data Privacy: Enhancing Privacy and Security in Data by
Katharine Jarmul on Amazon -
Machine Learning on Kubernetes: A practical handbook for building and using a complete open source machine learning platform on Kubernetes by
Faisal Masood on Amazon -
Amazon Web Services in Action, Third Edition: An in-depth guide to AWS by
Andreas Wittig on Amazon -
AI as a Service: Serverless machine learning with AWS by
Peter Elger on Amazon -
Jira 8 Essentials: Effective project tracking and issue management with enhanced Jira 8.21 and Data Center features, 6th Edition by
Patrick Li on Amazon -
Machine Learning Engineering on AWS: Build, scale, and secure machine learning systems and MLOps pipelines in production by
Joshua Arvin Lat on Amazon -
Azure Machine Learning Engineering: Deploy, fine-tune, and optimize ML models using Microsoft Azure by
Sina Fakhraeey on Amazon -
Data Science on the Google Cloud Platform: Implementing End-to-End Real-Time Data Pipelines: From Ingest to Machine Learning by
Valliappa Lakshmanan on Amazon -
The Linux Command Line, 2nd Edition: A Complete Introduction by
William Shotts on Amazon -
Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming by
Eric Matthes on Amazon -
Automating DevOps with GitLab CI/CD Pipelines: Build efficient CI/CD pipelines to verify, secure, and deploy your code using real-life examples by
Christopher Cowell on Amazon -
Unlocking the Secrets of Prompt Engineering: Master the art of creative language generation to accelerate your journey from novice to pro by
Gilbert Mizrahi on Amazon -
Human-in-the-Loop Machine Learning: Active learning and annotation for human-centered AI by
Mauricio Aniche on Amazon -
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems by
Marthin Kleppmann on Amazon -
Machine Learning Engineering with Python: Manage the lifecycle of machine learning models using MLOps with practical examples, 2nd Edition by
Marthin Kleppmann on Amazon -
Microservice APIs: Using Python, Flask, FastAPI, OpenAPI and more by
Jose Haro on Amazon -
Machine Learning in Microservices: Productionizing microservices architecture for machine learning solutions by
Mohamed Abouahmed on Amazon -
Architecting Data and Machine Learning Platforms: Enable Analytics and AI-Driven Innovation in the Cloud by
Marco Tranquillin on Amazon -
Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)by
Kevin Murphy on Amazon -
Clean Code in Python: Develop maintainable and efficient code, 2nd Edition by
Mariano Anaya on Amazon -
Generative AI with LangChain: Build large language model (LLM) apps with Python, ChatGPT and other models by
Ben auffarth on Amazon -
Quick Start Guide to Large Language Models: Strategies and Best Practices for Using ChatGPT and Other LLMs (Addison-Wesley Data & Analytics Series) by
Sinan Ozdemir on Amazon -
Python Workout: 50 ten-minute exercises by
Reuven M. Lerner on Amazon -
Solutions Architect's Handbook: Kick-start your career as a solutions architect by learning architecture design principles and strategies, 3nd Edition by
Saurabh Shrivastava on Amazon -
Site Reliability Engineering: How Google Runs Production Systems by
Jennifer Petoff on Amazon -
Generative AI on AWS: Building Context-Aware Multimodal Reasoning Applications by
Chris Fregly on Amazon -
Debugging Machine Learning Models with Python: Develop high-performance, low-bias, and explainable machine learning and deep learning models by
Ali Madani on Amazon -
Machine Learning Model Serving Patterns and Best Practices: A definitive guide to deploying, monitoring, and providing accessibility to ML models in production by
Md Johirul Islam on Amazon -
Natural Language Processing with Transformers, Revised Edition by
Lewis Tunstall on Amazon -
Deep Learning: Foundations and Concepts by
Christopher M. Bishop on Amazon -
Advanced Excel Formulas: Unleashing Brilliance with Excel Formulas by
Alan Murray on Amazon -
Machine Learning with LightGBM and Python: A practitioner's guide to developing production-ready machine learning systems by
Andrich van Wyk on Amazon -
Deep Learning in Production by
Sergios Karagiannakos on Amazon -
Production-Ready Applied Deep Learning: Learn how to construct and deploy complex models in PyTorch and TensorFlow deep learning frameworks by
Tomasz Palczewski on Amazon -
Distributed Machine Learning Patterns by
Yuan Tang on Amazon -
Practical Guide to Applied Conformal Prediction in Python: Learn and apply the best uncertainty frameworks to your industry applications by
Valery Manokhin on Amazon -
Becoming a Data Head: How to Think, Speak, and Understand Data Science, Statistics, and Machine Learning by
Alex J. Gutman on Amazon -
Applied Machine Learning and AI for Engineers: Solve Business Problems That Can't Be Solved Algorithmically by
Jeff Prosise on Amazon -
Fighting Churn with Data: The science and strategy of customer retention by
Carl S. Gold on Amazon -
Synthetic Data for Machine Learning: Revolutionize your approach to machine learning with this comprehensive conceptual guide by
Carl S. Gold on Amazon -
Data Augmentation with Python: Enhance deep learning accuracy with data augmentation methods for image, text, audio, and tabular data by
Duc Haba on Amazon -
Hands-On Software Engineering with Python: Move beyond basic programming and construct reliable and efficient software with complex code by
Brian Allbee on Amazon -
Experimentation for Engineers: From A/B testing to Bayesian optimization by
David Sweet on Amazon -
Probably Overthinking It: How to Use Data to Answer Questions, Avoid Statistical Traps, and Make Better Decisions by
Allen B. Downey on Amazon -
Fast Python: High performance techniques for large datasets by
Tiago Rodrigues Antao on Amazon -
Data Labeling in Machine Learning with Python: Explore modern ways to prepare labeled data for training and fine-tuning ML and generative AI models by
Vijaya Kumar Suda on Amazon
Soft skills
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Soft Skills: The Software Developer's Life Manual by
John Sonmez on Amazon -
Power And Prediction: The Disruptive Economics of Artificial Intelligence by
Ajay Agrawal on Amazon -
The Kremlin School of Negotiation
Igor Ryzov on Amazon -
How to Talk to Anyone About Anything: Improve Your Social Skills, Master Small Talk, Connect Effortlessly, and Make Real Friends (Communication Skills Training) by
James W. Williams on Amazon -
Exercised: The Science of Physical Activity, Rest and Health by
Daniel Lieberman on Amazon -
Engineers Survival Guide: Advice, tactics, and tricks After a decade of working at Facebook, Snapchat, and Microsoft by
Merih Taze on Amazon -
SQL Query Design Patterns and Best Practices: A practical guide to writing readable and maintainable SQL queries using its design patterns by
Steve Hughes on Amazon -
10 Machine Learning Blueprints You Should Know for Cybersecurity: Protect your systems and boost your defenses with cutting-edge AI techniques by
Rajvardhan Oak on Amazon -
CEO Excellence: The Six Mindsets That Distinguish the Best Leaders from the Re by
Carolyn Dewar on Amazon -
The 22 Laws of Digital Writing by
Nicolas Cole on Amazon -
The Sales Acceleration Formula: Using Data, Technology, and Inbound Selling to go from $0 to $100 Million by
Mark Roberge on Amazon -
Measure What Matters: How Google, Bono, and the Gates Foundation Rock the World with OKRs by
John Doerr on Amazon -
Financial Intelligence by
Niou Rebade on Amazon </a</p> -
Autonomous Transformation: Creating a More Human Future in the Era of Artificial Intelligence by
Brian Evergreen on Amazon -
Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World by
Marco Iansiti on Amazon -
The Personal MBA 10th Anniversary by
Josh Kaufman on Amazon -
How Not to Be Wrong: The Power of Mathematical Thinking by
Jordan Ellenberg on Amazon -
The Diary of a CEO by
Steven Bartlett on Amazon -
Single, Dating, Engaged, Married: Navigating Life and Love in the Modern Age by
Ben Stuart on Amazon -
Starting a Business QuickStart Guide: The Simplified Beginner’s Guide to Launching a Successful Small Business, Turning Your Vision into Reality, and ... Dream (QuickStart Guides™ - Business) by
Ken Colwell PhD MBA on Amazon -
The Software Engineer's Guide to Freelance Consulting: The new book that encompasses finding and maintaining clients as a software developer, tax and legal tips, and everything in between by
Zack Burt on Amazon -
The Coder's Path to Wealth and Independence by
Mark Beckner on Amazon -
From Deep Learning to Rational Machines: What the History of Philosophy Can Teach Us about the Future of Artificial Intelligence by
Cameron J. Buckner on Amazon -
by
Bogdan Vaida on Amazon
Content Creation
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Successful Self-Publishing: How to self-publish and market your book in ebook and print by
Joanna Penn on Amazon -
The One Hour Content Plan: The Solopreneur’s Guide to a Year’s Worth of Blog Post Ideas in 60 Minutes and Creating Content That Hooks and Sells by
Meera Kothand on Amazon -
The Minimalist Entrepreneur: How Great Founders Do More with Less by
Sahil Lavingia on Amazon -
The Six-Figure Freelancer: Your Roadmap to Success in the Gig Economy by
Laura Briggs on Amazon -
Humor, Seriously: Why Humor Is a Secret Weapon in Business and Life by
Jennifer Aaker on Amazon -
Building a StoryBrand: Clarify Your Message So Customers Will Listen by
Donald Miller on Amazon -
Become an Effective Software Engineering Manager: How to Be the Leader Your Development Team Needs by
Dr. James Stanier on Amazon -
The Organised Writer: How to stay on top of all your projects and never miss a deadline (Writers' and Artists') by
Antony Johnston on Amazon -
Steal Like an Artist: 10 Things Nobody Told You About Being Creative by
Austin Kleon on Amazon -
Building a Second Brain: A Proven Method to Organize Your Digital Life and Unlock Your Creative Potential by
Tiago Forte on Amazon -
The Million-Dollar, One-Person Business: Make Great Money. Work the Way You Like. Have the Life You Want by
Elaine Pofeldt on Amazon -
Writing for Busy Readers: Communicate More Effectively in the Real World by
Todd Rogers on Amazon -
How to Write a Lot: A Practical Guide to Productive Academic Writing by
Austin Kleon on Amazon -
Writing Science: How to Write Papers That Get Cited and Proposals That Get Funded by
Joshua Schimel on Amazon -
Money-Smart Solopreneur: A Personal Finance System for Freelancers, Entrepreneurs, and Side-Hustlers by
Joshua Schimel on Amazon -
Design Better and Build Your Brand in Canva by
Laura Goodsell on Amazon -
Followed: The Content Creator's Guide to Being Seen, Facing Judgment, and Building an Authentic Personal Brand by
Amanda Bucci on Amazon -
Entreprenerd: Building a Multi-Million-Dollar Business with Open Source Software by
Bruno Luwagie on Amazon -
Build: An Unorthodox Guide to Making Things Worth Making by
Tony Fadell on Amazon -
The $100 Startup: Reinvent the Way You Make a Living, Do What You Love, and Create a New Future by
Chris Guillebeau on Amazon -
Fall in Love with the Problem, Not the Solution: A Handbook for Entrepreneurs by
Uri Levine on Amazon -
Designing Human-Centric AI Experiences: Applied UX Design for Artificial Intelligence (Design Thinking) by
Akshay Kore on Amazon -
Everybody Writes: Your New and Improved Go-To Guide to Creating Ridiculously Good Content by
Ann Handley on Amazon -
UX for Business: How to Design Valuable Digital Companies by
Joel Marsh on Amazon -
Freelance Your Way to Freedom: How to Free Yourself from the Corporate World and Build the Life of Your Dreams by
Alexandra Fasulo on Amazon -
Ultralearning: Master Hard Skills, Outsmart the Competition, and Accelerate Your Career by
Scott H. Young on Amazon -
Ultralearning: Master Hard Skills, Outsmart the Competition, and Accelerate Your Career by
Scott H. Young on Amazon -
Gamification for Product Excellence: Make your product stand out with higher user engagement, retention, and innovation by
Mike Hyzy on Amazon
Code quality
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Refactoring at Scale: Regaining Control of Your Codebase 1st Edition by
Maude Lemaire on Amazon -
Refactoring: Improving the Design of Existing Code by
Martin Fowler on Amazon -
Modern Python Cookbook: 133 recipes to develop flawless and expressive programs in Python 3.8by
Steven F. Lott on Amazon -
Mastering Python: Write powerful and efficient code using the full range of Python's capabilities by
Rick van Hattem on Amazon -
Modern Technical Writing: An Introduction to Software Documentation by
Andrew Etter on Amazon -
Docs for Developers: An Engineer’s Field Guide to Technical Writing by
Jared Bhatti on Amazon -
The Missing README: A Guide for the New Software Engineer by
Paul J.Silva on Amazon -
The Creative Programmer by
Laura D. Adams on Amazon
Project Management on AI
Thinking in Systems by
The AI Product Manager's Handbook: Develop a product that takes advantage of machine learning to solve AI problems by
Managing Machine Learning Projects: From design to deployment by
The Phoenix Project: A Novel about IT, DevOps, and Helping Your Business Win by
Et al.: Because not all research deserves a Nobel Prize by
Winning with Data Science: A Handbook for Business Leaders by
Data Visualization
Streamlit for Data Science - 2nd Edition by
Web App Development Made Simple with Streamlit: A web developer's guide to effortless web app development, deployment, and scalability by
Language
The English Grammar Workbook for Adults: A Self-Study Guide to Improve Functional Writing by
The Vocabulary Builder Workbook: Simple Lessons and Activities to Teach Yourself Over 1,400 Must-Know Words by
109 Phrasal Verbs 2nd Edition by
225 American English Verb & Preposition Combinations by
English Vocabulary in Use: Advanced Book with Answers: Vocabulary Reference and Practice by
Oxford Guide to Plain English by
"They Say / I Say" Sixth Edition by
English for Everyone: English Idioms: An ESL Book of Over 1,000 English Phrases and Expressions by
English for Everyone: English Vocabulary Builder (DK English for Everyone) by
English for Everyone: Phrasal Verbs: An ESL Book of Over 1,000 English Phrasal Verbs by
English for Everyone: Level 4: Advanced, Course Book: A Complete Self-Study Program by