50 Books like Practical Statistics for Data Scientists

Predictive Analytics For Dummies

by Anasse Bari • 2013

A guide to building models that forecast, classify, and find hidden patterns, without a math degree.

3.74

111

📊 Data Science 🔮 Predictive Modeling 🐥 Beginner Guides 🧹 Data Preparation 🧩 Clustering

Predictive Analytics For Dummies Summary

Predictive Analytics For Dummies 95%

A guide to building models that forecast, classify, and find hidden patterns, without a math degree.

by Anasse Bari 2013

3.74

111 ratings

📊 Data Science 🔮 Predictive Modeling 🐥 Beginner Guides 🧹 Data Preparation 🧩 Clustering

Data Science

by John D. Kelleher • 2018

Turning raw data into decisions requires a defined process, not just algorithms and statistics.

3.90

876

🔎 Data Mining 🧭 Data Science Methodology 📈 Predictive Modeling 🧩 Unsupervised Learning ⚖️ Data Ethics

Data Science 94%

Turning raw data into decisions requires a defined process, not just algorithms and statistics.

by John D. Kelleher 2018

3.90

876 ratings

🔎 Data Mining 🧭 Data Science Methodology 📈 Predictive Modeling 🧩 Unsupervised Learning ⚖️ Data Ethics

Numsense! Data Science for the Layman

by Annalyn Ng • 2017

Data science without the math: twelve techniques, what they do, and why intuition alone falls short.

4.14

622

🧠 Data Literacy 🤖 Machine Learning Basics 📈 Predictive Analytics 📊 Data-Driven Decisions 📘 Technical Primers

Numsense! Data Science for the Layman Summary

Numsense! Data Science for the Layman 93%

Data science without the math: twelve techniques, what they do, and why intuition alone falls short.

by Annalyn Ng 2017

4.14

622 ratings

🧠 Data Literacy 🤖 Machine Learning Basics 📈 Predictive Analytics 📊 Data-Driven Decisions 📘 Technical Primers

Confident Data Skills

by Kirill Eremenko • 2018

From messy data to clean insights to persuasive presentations: the process that lands the promotion.

4.12

211

📊 Data Science 📖 Data Literacy 🤖 Machine Learning Basics 📈 Data Visualization 🧹 Data Preparation

Confident Data Skills 93%

From messy data to clean insights to persuasive presentations: the process that lands the promotion.

by Kirill Eremenko 2018

4.12

211 ratings

📊 Data Science 📖 Data Literacy 🤖 Machine Learning Basics 📈 Data Visualization 🧹 Data Preparation

Becoming a Data Head

by Alex J. Gutman • 2021

The critical thinking toolkit for anyone who works with data but never plans to code.

4.18

480

📊 Data Literacy 📈 Business Analytics 🧠 Statistical Thinking 🔍 Data Skepticism 🤖 Machine Learning Basics

Becoming a Data Head 92%

The critical thinking toolkit for anyone who works with data but never plans to code.

by Alex J. Gutman 2021

4.18

480 ratings

📊 Data Literacy 📈 Business Analytics 🧠 Statistical Thinking 🔍 Data Skepticism 🤖 Machine Learning Basics

Machine Learning For Absolute Beginners

by Oliver Theobald • 2017

How machine learning algorithms think, from regression to neural networks, no math required.

4.12

474

🧠 Machine Learning 🧹 Data Preparation ⚖️ Model Evaluation 🏷️ Supervised Learning 🌳 Decision Trees

Machine Learning For Absolute Beginners Summary

Machine Learning For Absolute Beginners 92%

How machine learning algorithms think, from regression to neural networks, no math required.

by Oliver Theobald 2017

4.12

474 ratings

🧠 Machine Learning 🧹 Data Preparation ⚖️ Model Evaluation 🏷️ Supervised Learning 🌳 Decision Trees

Data Smart

by John W. Foreman • 2013

Real machine learning inside Excel: cluster customers, forecast demand, optimize decisions. No code.

4.12

1k+

📊 Spreadsheet Modeling 📈 Business Analytics 🤖 Machine Learning For Managers 🧮 Quantitative Decision Making 🔮 Forecasting Methods

Data Smart 92%

Real machine learning inside Excel: cluster customers, forecast demand, optimize decisions. No code.

by John W. Foreman 2013

4.12

1k+ ratings

📊 Spreadsheet Modeling 📈 Business Analytics 🤖 Machine Learning For Managers 🧮 Quantitative Decision Making 🔮 Forecasting Methods

Predictive Analytics

by Eric Siegel • 2013

Companies know whether you'll leave, buy, or default before you've decided. Here's how.

3.66

2k+

📊 Data Science 🔮 Predictive Analytics 📈 Big Data 🤖 Machine Learning 🧠 Behavioral Prediction

Predictive Analytics 91%

Companies know whether you'll leave, buy, or default before you've decided. Here's how.

by Eric Siegel 2013

3.66

2k+ ratings

📊 Data Science 🔮 Predictive Analytics 📈 Big Data 🤖 Machine Learning 🧠 Behavioral Prediction

Competing on Analytics

by Thomas H. Davenport • 2007

Why some companies (like Amazon and Capital One) win by making bets on data, not hunches.

3.69

2k+

📊 Analytics Strategy 🔮 Predictive Modeling 📋 Fact-Based Decisions 🧠 Analytics Culture 🗄️ Data Management

Competing on Analytics 91%

Why some companies (like Amazon and Capital One) win by making bets on data, not hunches.

by Thomas H. Davenport 2007

3.69

2k+ ratings

📊 Analytics Strategy 🔮 Predictive Modeling 📋 Fact-Based Decisions 🧠 Analytics Culture 🗄️ Data Management

Big Data

by Viktor Mayer-Schönberger • 2013

The era of sampling, clean data, and causal certainty is over. What replaces it is stranger.

3.69

9k+

💰 Data As Asset 📈 Predictive Analytics 🧹 Imperfect Data 🌐 Quantified World 🔗 Correlation Analysis

Big Data 91%

The era of sampling, clean data, and causal certainty is over. What replaces it is stranger.

by Viktor Mayer-Schönberger 2013

3.69

9k+ ratings

💰 Data As Asset 📈 Predictive Analytics 🧹 Imperfect Data 🌐 Quantified World 🔗 Correlation Analysis

Machine Learning

by Ethem Alpaydin • 2016

From spam filters to self-driving cars: the algorithms that learn from data, and what comes next.

3.62

1k+

🧠 Machine Learning 🕸️ Neural Networks 🔬 Deep Learning 🎮 Reinforcement Learning 📈 Statistical Learning

Machine Learning 91%

From spam filters to self-driving cars: the algorithms that learn from data, and what comes next.

by Ethem Alpaydin 2016

3.62

1k+ ratings

🧠 Machine Learning 🕸️ Neural Networks 🔬 Deep Learning 🎮 Reinforcement Learning 📈 Statistical Learning

A Common-Sense Guide to Data Structures and Algorithms

by Jay Wengrow • 2017

The algorithm knowledge that turns working code into fast code, explained without the math degree.

4.39

603

🧱 Data Structures ⏱️ Algorithm Analysis 🧠 Algorithmic Thinking 🔧 Practical Algorithms ⚡ Performance Optimization

A Common-Sense Guide to Data Structures and Algorithms Summary

A Common-Sense Guide to Data Structures and Algorithms 91%

The algorithm knowledge that turns working code into fast code, explained without the math degree.

by Jay Wengrow 2017

4.39

603 ratings

🧱 Data Structures ⏱️ Algorithm Analysis 🧠 Algorithmic Thinking 🔧 Practical Algorithms ⚡ Performance Optimization

The Model Thinker

by Scott E. Page • 2018

Big data without many models is just noise. The case for thinking through multiple frameworks.

3.92

955

🧠 Mental Models 🔄 Systems Thinking 🌀 Complexity Science 📊 Quantitative Reasoning 🕸️ Network Theory

The Model Thinker 90%

Big data without many models is just noise. The case for thinking through multiple frameworks.

by Scott E. Page 2018

3.92

955 ratings

🧠 Mental Models 🔄 Systems Thinking 🌀 Complexity Science 📊 Quantitative Reasoning 🕸️ Network Theory

The Numbers Game

by Michael Blastland • 2008

Most numbers in the news mislead you; a few mental habits reveal the real story.

3.65

344

📊 Statistical Literacy 📈 Data Interpretation 🤨 Media Skepticism ⚠️ Risk Perception 🎲 Probability

The Numbers Game 90%

Most numbers in the news mislead you; a few mental habits reveal the real story.

by Michael Blastland 2008

3.65

344 ratings

📊 Statistical Literacy 📈 Data Interpretation 🤨 Media Skepticism ⚠️ Risk Perception 🎲 Probability

Big Data

by Bernard Marr • 2015

Most data projects fail because they start with data, not strategy. Five questions change that.

3.59

416

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics 📉 Data Visualization 🔮 Predictive Analytics

Big Data 90%

Most data projects fail because they start with data, not strategy. Five questions change that.

by Bernard Marr 2015

3.59

416 ratings

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics 📉 Data Visualization 🔮 Predictive Analytics

AI and Machine Learning for Coders

by Laurence Moroney • 2021

Turn your code into AI that runs everywhere: train, optimize, deploy with a single toolkit.

4.09

108

🤖 Machine Learning 🧠 Deep Learning 🔵 Tensorflow 👁️ Computer Vision 💬 Nlp

AI and Machine Learning for Coders Summary

AI and Machine Learning for Coders 90%

Turn your code into AI that runs everywhere: train, optimize, deploy with a single toolkit.

by Laurence Moroney 2021

4.09

108 ratings

🤖 Machine Learning 🧠 Deep Learning 🔵 Tensorflow 👁️ Computer Vision 💬 Nlp

Artificial Intelligence and Machine Learning for Business

by Steven Finlay • 2018

ML projects fail for business reasons, not technical ones. The rules for getting it right.

4.14

207

🤖 Machine Learning Basics 📊 Predictive Analytics 👔 AI For Managers 📈 Data-Driven Strategy ⚖️ Ethical AI

Artificial Intelligence and Machine Learning for Business Summary

Artificial Intelligence and Machine Learning for Business 90%

ML projects fail for business reasons, not technical ones. The rules for getting it right.

by Steven Finlay 2018

4.14

207 ratings

🤖 Machine Learning Basics 📊 Predictive Analytics 👔 AI For Managers 📈 Data-Driven Strategy ⚖️ Ethical AI

Why Data Science Projects Fail

by Douglas Gray • 2024

Eighty percent of AI projects fail. The models work fine; the people, data, and expectations don't.

5.00

📊 Data Science Management 🤖 Ai Implementation ⚙️ Mlops 🧹 Data Quality 🔧 Data Engineering

Why Data Science Projects Fail 90%

Eighty percent of AI projects fail. The models work fine; the people, data, and expectations don't.

by Douglas Gray 2024

5.00

19 ratings

📊 Data Science Management 🤖 Ai Implementation ⚙️ Mlops 🧹 Data Quality 🔧 Data Engineering

Designing Machine Learning Systems

by Chip Huyen • 2022

Accuracy is not enough. An iterative playbook for machine learning systems that survive production.

4.45

1k+

⚙️ Machine Learning Engineering 🔧 Mlops 🔄 Iterative Design 📋 Reproducible Ml 🤝 Ensemble Learning

Designing Machine Learning Systems Summary

Designing Machine Learning Systems 90%

Accuracy is not enough. An iterative playbook for machine learning systems that survive production.

by Chip Huyen 2022

4.45

1k+ ratings

⚙️ Machine Learning Engineering 🔧 Mlops 🔄 Iterative Design 📋 Reproducible Ml 🤝 Ensemble Learning

Robin Hood Math

by Noah Giansiracusa • 2025

Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.

3.91

185

🧮 Algorithmic Literacy 🛡️ Digital Self-Defense 📐 Applied Mathematics 📊 Bayesian Reasoning 📉 Everyday Statistics

Robin Hood Math 90%

Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.

by Noah Giansiracusa 2025

3.91

185 ratings

🧮 Algorithmic Literacy 🛡️ Digital Self-Defense 📐 Applied Mathematics 📊 Bayesian Reasoning 📉 Everyday Statistics

AI in the Financial Markets

by Federico Cecconi • 2023

AI finds market patterns invisible to humans, trades on them instantly, and offers no explanation.

📉 Financial Markets 💻 Fintech 🤖 Algorithmic Trading 📊 Quantitative Finance 📡 Alternative Data

AI in the Financial Markets 90%

AI finds market patterns invisible to humans, trades on them instantly, and offers no explanation.

by Federico Cecconi 2023

📉 Financial Markets 💻 Fintech 🤖 Algorithmic Trading 📊 Quantitative Finance 📡 Alternative Data

How Data Happened

by Chris Wiggins • 2023

Data was never neutral. How statistics went from serving kings to fueling the attention economy.

3.54

467

🧮 History Of Statistics 🏛️ Data And Society ⚖️ Data Ethics 👁️ Surveillance Capitalism 📊 Algorithmic Bias

How Data Happened 90%

Data was never neutral. How statistics went from serving kings to fueling the attention economy.

by Chris Wiggins 2023

3.54

467 ratings

🧮 History Of Statistics 🏛️ Data And Society ⚖️ Data Ethics 👁️ Surveillance Capitalism 📊 Algorithmic Bias

Sports Analytics

by Benjamin C. Alamar • 2013

The playbook for installing analytics inside a sports organization, from data to decision.

3.51

130

📊 Sports Analytics 📈 Data Analytics 🗄️ Data Management 🔮 Predictive Modeling 📏 Performance Metrics

Sports Analytics 90%

The playbook for installing analytics inside a sports organization, from data to decision.

by Benjamin C. Alamar 2013

3.51

130 ratings

📊 Sports Analytics 📈 Data Analytics 🗄️ Data Management 🔮 Predictive Modeling 📏 Performance Metrics

Once Upon an Algorithm

by Martin Erwig • 2017

What Hansel and Gretel, Sherlock Holmes, and Groundhog Day can teach you about algorithms.

3.63

265

🧠 Computational Thinking 📐 Algorithm Design 📖 Story-Driven Education 🔓 Accessible Algorithms 🗄️ Data Structures

Once Upon an Algorithm 90%

What Hansel and Gretel, Sherlock Holmes, and Groundhog Day can teach you about algorithms.

by Martin Erwig 2017

3.63

265 ratings

🧠 Computational Thinking 📐 Algorithm Design 📖 Story-Driven Education 🔓 Accessible Algorithms 🗄️ Data Structures

Keeping Up with the Quants

by Thomas H. Davenport • 2013

You hired the quants. Now learn the questions that turn their numbers into decisions.

3.57

585

🏢 Data-Driven Management 📊 Business Analytics 🧮 Quantitative Thinking 📖 Data Storytelling 📋 Evidence-Based Management

Keeping Up with the Quants 90%

You hired the quants. Now learn the questions that turn their numbers into decisions.

by Thomas H. Davenport 2013

3.57

585 ratings

🏢 Data-Driven Management 📊 Business Analytics 🧮 Quantitative Thinking 📖 Data Storytelling 📋 Evidence-Based Management

How to Read Numbers

by Tom Chivers • 2021

Missing denominators, tiny samples, and the WWII plane error that bends every news stat.

4.32

478

📊 Statistical Literacy 📰 Media Skepticism ⚠️ Risk Literacy 🧩 Causal Reasoning 🧠 Cognitive Biases

How to Read Numbers 90%

Missing denominators, tiny samples, and the WWII plane error that bends every news stat.

by Tom Chivers 2021

4.32

478 ratings

📊 Statistical Literacy 📰 Media Skepticism ⚠️ Risk Literacy 🧩 Causal Reasoning 🧠 Cognitive Biases

The Math of Life and Death

by Kit Yates • 2019

Key mathematical ideas govern medicine, law, and media, and your intuition gets each one wrong.

3.90

2k+

The Math of Life and Death 90%

Key mathematical ideas govern medicine, law, and media, and your intuition gets each one wrong.

by Kit Yates 2019

3.90

2k+ ratings

Behind Every Good Decision

by Piyanka Jain • 2014

Analytics problems rarely need data scientists. A five-step framework anyone with Excel can use.

3.60

144

📊 Business Analytics 📈 Data-Driven Decisions 🧩 Analytics Frameworks 📖 Data Literacy 🔧 Everyday Analytics

Behind Every Good Decision 90%

Analytics problems rarely need data scientists. A five-step framework anyone with Excel can use.

by Piyanka Jain 2014

3.60

144 ratings

📊 Business Analytics 📈 Data-Driven Decisions 🧩 Analytics Frameworks 📖 Data Literacy 🔧 Everyday Analytics

The Art of Doing Science and Engineering

by Richard W. Hamming • 1996

What separates great scientists from good ones: they pick better problems.

4.18

2k+

🧠 Scientific Thinking ⚙️ Engineering Practice 💻 Computational Thinking 🔬 Research Methods 🔗 Interdisciplinary

The Art of Doing Science and Engineering Summary

The Art of Doing Science and Engineering 90%

What separates great scientists from good ones: they pick better problems.

by Richard W. Hamming 1996

4.18

2k+ ratings

🧠 Scientific Thinking ⚙️ Engineering Practice 💻 Computational Thinking 🔬 Research Methods 🔗 Interdisciplinary

Data Strategy

by Bernard Marr • 2017

Profit from the data firehose: pick the right data, build a company that acts on it.

3.77

418

📊 Data Strategy 📈 Business Intelligence 💾 Big Data 🧮 Analytics 🔒 Data Governance

Data Strategy 90%

Profit from the data firehose: pick the right data, build a company that acts on it.

by Bernard Marr 2017

3.77

418 ratings

📊 Data Strategy 📈 Business Intelligence 💾 Big Data 🧮 Analytics 🔒 Data Governance

Algorithms

by Panos Louridas • 2020

Twenty steps to find one item in a million, and the hidden logic that runs our world.

4.03

302

📐 Algorithm Design 💻 Computing Primers 🕸️ Graph Theory 🔍 Search Algorithms 📊 Data Sorting

Algorithms 90%

Twenty steps to find one item in a million, and the hidden logic that runs our world.

by Panos Louridas 2020

4.03

302 ratings

📐 Algorithm Design 💻 Computing Primers 🕸️ Graph Theory 🔍 Search Algorithms 📊 Data Sorting

The Master Algorithm

by Pedro Domingos • 2015

Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.

3.73

6k+

🤖 Machine Learning 📚 Popular Science 🧠 Superintelligence 📊 Big Data ⚖️ Ai Ethics

The Master Algorithm 90%

Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.

by Pedro Domingos 2015

3.73

6k+ ratings

🤖 Machine Learning 📚 Popular Science 🧠 Superintelligence 📊 Big Data ⚖️ Ai Ethics

Web Analytics 2.0

by Avinash Kaushik • 2009

Your web data is lying to you. The framework that turns page views into decisions.

4.13

2k+

🖥️ Digital Analytics 🎯 Performance Indicators 🧪 Online Experimentation 👥 Customer Intelligence 📈 Conversion Optimization

Web Analytics 2.0 90%

Your web data is lying to you. The framework that turns page views into decisions.

by Avinash Kaushik 2009

4.13

2k+ ratings

🖥️ Digital Analytics 🎯 Performance Indicators 🧪 Online Experimentation 👥 Customer Intelligence 📈 Conversion Optimization

Practical Data Analytics for BFSI

by Mr. Bharat Sikka • 2023

ATM refills, fraud alerts, loan approvals: the data models that run a modern bank.

🏦 Banking Analytics 💼 Financial Services 🗂️ Data Governance 🕵️ Fraud Detection ⚠️ Risk Management

Practical Data Analytics for BFSI Summary

Practical Data Analytics for BFSI 90%

ATM refills, fraud alerts, loan approvals: the data models that run a modern bank.

by Mr. Bharat Sikka 2023

🏦 Banking Analytics 💼 Financial Services 🗂️ Data Governance 🕵️ Fraud Detection ⚠️ Risk Management

The Bestseller Code

by Jodie Archer • 2016

An algorithm spots bestsellers with 80 percent accuracy, reading signals no writing class teaches.

3.81

1k+

✍️ Novel Writing 📊 Text Mining 📈 Plot Structure 🎢 Emotional Arcs 🎯 Character Agency

The Bestseller Code 90%

An algorithm spots bestsellers with 80 percent accuracy, reading signals no writing class teaches.

by Jodie Archer 2016

3.81

1k+ ratings

✍️ Novel Writing 📊 Text Mining 📈 Plot Structure 🎢 Emotional Arcs 🎯 Character Agency

The Ethical Algorithm

by Michael Kearns • 2019

Algorithms don't do ethics by default. Making them fair takes math, and the math demands trade-offs.

4.10

671

⚖️ Algorithmic Bias 🔒 Data Privacy 🤖 Ai Ethics 🎲 Game Theory 🔬 Reproducibility Crisis

The Ethical Algorithm 90%

Algorithms don't do ethics by default. Making them fair takes math, and the math demands trade-offs.

by Michael Kearns 2019

4.10

671 ratings

⚖️ Algorithmic Bias 🔒 Data Privacy 🤖 Ai Ethics 🎲 Game Theory 🔬 Reproducibility Crisis

Inside the Black Box

by Rishi K. Narang • 2009

Quant trading isn't opaque. It's a chain of simple models working together. Here's the architecture.

3.81

188

📊 Quantitative Finance 🤖 Algorithmic Trading ⚡ High-Frequency Trading 🛡️ Risk Management 📈 Portfolio Construction

Inside the Black Box 90%

Quant trading isn't opaque. It's a chain of simple models working together. Here's the architecture.

by Rishi K. Narang 2009

3.81

188 ratings

📊 Quantitative Finance 🤖 Algorithmic Trading ⚡ High-Frequency Trading 🛡️ Risk Management 📈 Portfolio Construction

Numbers Rule Your World

by Fung • 2010

Statistics reveals why lines feel shorter, credit scores work, and safe airlines are an illusion.

3.56

1k+

📊 Statistical Literacy 📈 Data Interpretation 🎲 Probability Thinking ⚠️ Risk Perception 📉 Beyond Averages

Numbers Rule Your World 90%

Statistics reveals why lines feel shorter, credit scores work, and safe airlines are an illusion.

by Fung 2010

3.56

1k+ ratings

📊 Statistical Literacy 📈 Data Interpretation 🎲 Probability Thinking ⚠️ Risk Perception 📉 Beyond Averages

Smart Baseball

by Keith Law • 2017

Batting average, pitcher wins, RBI: why they fail, and the numbers that actually predict winning.

3.95

3k+

🧮 Sabermetrics 📖 Data Literacy 🧠 Myth Debunking 🧢 Player Evaluation 💰 Baseball Economics

Smart Baseball 89%

Batting average, pitcher wins, RBI: why they fail, and the numbers that actually predict winning.

by Keith Law 2017

3.95

3k+ ratings

🧮 Sabermetrics 📖 Data Literacy 🧠 Myth Debunking 🧢 Player Evaluation 💰 Baseball Economics

So lügt man mit Statistik

by Walter Krämer • 1991

Precision, percentages, and pretty charts: a catalog of ways statistics are rigged to mislead you.

3.74

136

📊 Statistical Literacy 🎭 Data Manipulation 🧠 Cognitive Biases 🗞️ Media Criticism 📉 Misleading Charts

So lügt man mit Statistik 89%

Precision, percentages, and pretty charts: a catalog of ways statistics are rigged to mislead you.

by Walter Krämer 1991

3.74

136 ratings

📊 Statistical Literacy 🎭 Data Manipulation 🧠 Cognitive Biases 🗞️ Media Criticism 📉 Misleading Charts

The Theory That Would Not Die

by Sharon Bertsch McGrayne • 2011

Statisticians said it was dead. Turing used it to crack Enigma. Computers made it unstoppable.

3.77

3k+

🧮 Bayesian Statistics 📜 History Of Mathematics 🎲 Probability Theory ⚔️ Scientific Controversy 🔐 Codebreaking History

The Theory That Would Not Die 89%

Statisticians said it was dead. Turing used it to crack Enigma. Computers made it unstoppable.

by Sharon Bertsch McGrayne 2011

3.77

3k+ ratings

🧮 Bayesian Statistics 📜 History Of Mathematics 🎲 Probability Theory ⚔️ Scientific Controversy 🔐 Codebreaking History

The Book of Why

by Judea Pearl • 2018

Data can't tell you why. A mathematical science of cause and effect finally can.

3.93

7k+

🏹 Causal Inference 🕸️ Graphical Models 🔄 Counterfactuals 📉 Limits Of Correlation 🔬 Philosophy Of Science

The Book of Why 89%

Data can't tell you why. A mathematical science of cause and effect finally can.

by Judea Pearl 2018

3.93

7k+ ratings

🏹 Causal Inference 🕸️ Graphical Models 🔄 Counterfactuals 📉 Limits Of Correlation 🔬 Philosophy Of Science

Artificial Intelligence in Practice

by Bernard Marr • 2019

Robots patrol Walmart aisles. Netflix guesses your next watch. How 50 companies already run on AI.

3.41

251

🤖 Ai In Business 📋 Corporate Case Studies 🧠 Applied Machine Learning 📈 Predictive Analytics ⚙️ Automation

Artificial Intelligence in Practice Summary

Artificial Intelligence in Practice 89%

Robots patrol Walmart aisles. Netflix guesses your next watch. How 50 companies already run on AI.

by Bernard Marr 2019

3.41

251 ratings

🤖 Ai In Business 📋 Corporate Case Studies 🧠 Applied Machine Learning 📈 Predictive Analytics ⚙️ Automation

Deep Learning

by John D. Kelleher • 2019

Deep learning isn't clever math. It's simple neurons, wired at scale, learning from their mistakes.

3.89

473

🔬 Deep Learning 🧠 Neural Networks 🤖 Machine Learning 📘 Ai Fundamentals 🔗 Connectionism

Deep Learning 89%

Deep learning isn't clever math. It's simple neurons, wired at scale, learning from their mistakes.

by John D. Kelleher 2019

3.89

473 ratings

🔬 Deep Learning 🧠 Neural Networks 🤖 Machine Learning 📘 Ai Fundamentals 🔗 Connectionism

Standard Deviations

by Gary Smith • 2014

Tortured data, seductive charts, and the cognitive bugs that turn noise into insight.

3.95

911

📊 Statistical Literacy 🧠 Cognitive Biases 📉 Data Visualization 🔬 Scientific Skepticism 🔗 Causal Inference

Standard Deviations 89%

Tortured data, seductive charts, and the cognitive bugs that turn noise into insight.

by Gary Smith 2014

3.95

911 ratings

📊 Statistical Literacy 🧠 Cognitive Biases 📉 Data Visualization 🔬 Scientific Skepticism 🔗 Causal Inference

Thinking Better

by Marcus du Sautoy • 2021

Mathematical shortcuts that save time, solve problems, and show you what everyone else overlooks.

3.59

618

🧮 Mathematical Thinking 🧠 Mental Shortcuts 🔍 Pattern Recognition ⚙️ Optimization 👁️ Visual Thinking

Thinking Better 89%

Mathematical shortcuts that save time, solve problems, and show you what everyone else overlooks.

by Marcus du Sautoy 2021

3.59

618 ratings

🧮 Mathematical Thinking 🧠 Mental Shortcuts 🔍 Pattern Recognition ⚙️ Optimization 👁️ Visual Thinking

How to Lie with Statistics

by Darrell Huff • 1954

The tricks behind every statistical lie you encounter, and the questions that expose them.

3.84

18k+

🧮 Statistical Literacy 🧐 Data Skepticism 📉 Misleading Graphs 🎭 Data Manipulation 📰 Numbers In The News

How to Lie with Statistics 89%

The tricks behind every statistical lie you encounter, and the questions that expose them.

by Darrell Huff 1954

3.84

18k+ ratings

🧮 Statistical Literacy 🧐 Data Skepticism 📉 Misleading Graphs 🎭 Data Manipulation 📰 Numbers In The News

Microsoft Excel for Stock and Option Traders

by Jeff Augen • 2011

Build a trading lab in Excel: volatility models, backtests, and the edge most traders miss.

3.17

🧮 Quantitative Trading 📊 Excel For Finance 📈 Options Trading 🔄 Backtesting Strategies 📉 Volatility Analysis

Microsoft Excel for Stock and Option Traders Summary

Microsoft Excel for Stock and Option Traders 89%

Build a trading lab in Excel: volatility models, backtests, and the edge most traders miss.

by Jeff Augen 2011

3.17

12 ratings

🧮 Quantitative Trading 📊 Excel For Finance 📈 Options Trading 🔄 Backtesting Strategies 📉 Volatility Analysis

AI for Marketing and Product Innovation

by A.K. Pradeep • 2018

Algorithmic customer segments your surveys will never find, priced to exactly what each will pay.

3.33

📱 Digital Marketing 💡 Product Innovation 📊 Predictive Analytics 🧠 Ai Strategy 📉 Marketing Analytics

AI for Marketing and Product Innovation Summary

AI for Marketing and Product Innovation 89%

Algorithmic customer segments your surveys will never find, priced to exactly what each will pay.

by A.K. Pradeep 2018

3.33

57 ratings

📱 Digital Marketing 💡 Product Innovation 📊 Predictive Analytics 🧠 Ai Strategy 📉 Marketing Analytics

Storytelling with Data

by Cole Nussbaumer Knaflic • 2015

A repeatable process for turning messy spreadsheets into clear charts that drive action.

4.38

8k+

🖥️ Data Visualization 💼 Business Communication 📊 Data Storytelling 👁️ Visual Perception 🎤 Presentation Skills

Storytelling with Data 89%

A repeatable process for turning messy spreadsheets into clear charts that drive action.

by Cole Nussbaumer Knaflic 2015

4.38

8k+ ratings

🖥️ Data Visualization 💼 Business Communication 📊 Data Storytelling 👁️ Visual Perception 🎤 Presentation Skills

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