The Machine & Deep Learning Compendium Open Book - Sep 16, 2021.
After years in the making, this extensive and comprehensive ebook resource is now available and open for data scientists and ML engineers. Learn from and contribute to this tome of valuable information to support all your work in data science from engineering to strategy to management.
Deep Learning, ebook, GitHub, Machine Learning, Open Source
- ebook: Learn Data Science with R – free download - Sep 7, 2021.
Check out this new book for data science beginners with many practical examples that covers statistics, R, graphing, and machine learning. As a source to learn the full breadth of data science foundations, "Learn Data Science with R" starts at the beginner level and gradually progresses into expert content.
Data Science, Data Science Education, ebook, R
- eBook: A Practical Guide to Using Third-Party Data in the Cloud - Sep 2, 2021.
Download this eBook to learn how innovative teams are shifting their focus from data-driven business intelligence to accelerating insight-driven decision-making and now are turning to third-party datasets as a differentiator.
AWS, Cloud Computing, ebook
- eBook: How to use third-party data to make smarter decisions - Jul 7, 2021.
Get yourself a copy of this eBook and learn how to use third-party data to make smarter decisions.
AWS, Datasets, ebook
- ebook: Fundamentals for Efficient ML Monitoring - Dec 17, 2020.
We've gathered best practices for data science and engineering teams to create an efficient framework to monitor ML models. This ebook provides a framework for anyone who has an interest in building, testing, and implementing a robust monitoring strategy in their organization or elsewhere.
ebook, Machine Learning, Monitoring
- eBook: Vocabularies, Text Mining and FAIR Data: The Strategic Role Information Managers Play - Aug 31, 2020.
How can information managers find strategic roles to play in their organization's AI and data analysis projects? Download this book to learn more.
Copyright Clearance Center, ebook, Information Management, Text Mining
- Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Semantics and Pragmatics - Aug 31, 2020.
Algorithms for text analytics must model how language works to incorporate meaning in language—and so do the people deploying these algorithms. Bender & Lascarides 2019 is an accessible overview of what the field of linguistics can teach NLP about how meaning is encoded in human languages.
ebook, NLP, Text Analytics, Text Mining
- eBook: Data Integration and the R&D Organization - Jul 14, 2020.
In this ebook, we’re looking at data integration — the process of combining information from different sources — and why it’s a valuable approach across the enterprise.
Copyright Clearance Center, Data Integration, ebook
- Do You Trust and Understand Your Predictive Models? - Feb 4, 2020.
To help practitioners make the most of recent and disruptive breakthroughs in debugging, explainability, fairness, and interpretability techniques for machine learning read “An Introduction to Machine Learning Intrepretability Second Edition”. Download this report now.
ebook, Explainability, H2O, Interpretability, O'Reilly, Prediction, Trust
10 Free Must-read Books on AI - Nov 5, 2019.
Artificial Intelligence continues to fill the media headlines while scientists and engineers rapidly expand its capabilities and applications. With such explosive growth in the field, there is a great deal to learn. Dive into these 10 free books that are must-reads to support your AI study and work.
AI, Books, ebook, Free ebook
- eBook: How to Enhance Privacy in Data Science - Aug 22, 2019.
Check out this eBook, How to Enhance Privacy in Data Science, to equip yourself with the tools to enhance privacy in data science, including transforming data in a manner that protects the privacy, an overview of the challenges and opportunities of privacy-aware analytics, and more.
Data Science, ebook, Privacy
- Math for Machine Learning - Jul 9, 2019.
This ebook explains the math involved and introduces you directly to the foundational topics in machine learning.
Book, ebook, Machine Learning, Mathematics, Richard Han
- Math for Machine Learning. - Jun 5, 2019.
This ebook explains the math involved and introduces you directly to the foundational topics in machine learning.
Book, ebook, Machine Learning, Mathematics, Richard Han
- Top 10 Python Use Cases - Apr 24, 2019.
This paper covers 10 of the most common use cases by industry for Python that ActiveState has witnessed implemented by its customers.
ActiveState, ebook, Python
- [PDF] Python: The Programmer’s Lingua Franca - Mar 27, 2019.
This paper presents the case that Python is the language best suited to becoming a programmer’s lingua franca.
ActiveState, ebook, Python
- How to solve 4 big problems in data science – eBook. - Mar 26, 2019.
This eBook includes insights on how data scientists from 4 leading companies delivered impressive business results such as accelerating global inventory from 48 hours to 45 minutes and reducing operational cost of analytics infrastructure by 30%. Get the eBook now!
Data Science, Databricks, Deployment, ebook
- [eBook] Standardizing the Machine Learning Lifecycle - Mar 15, 2019.
We explore what makes the machine learning lifecycle so challenging compared to regular software, and share the Databricks approach.
Databricks, ebook, Life Cycle, Machine Learning, MLflow
- [PDF] Executive Guide To Machine Learning - Mar 13, 2019.
The Executive Guide covers the benefits to your business, the build-or-buy process, and gives a practical overview for implementing ML in your organization.
ActiveState, ebook, Machine Learning
- Get the guidebook for tackling data privacy & compliance - Mar 12, 2019.
This guidebook walks through the myths & realities of pseudonymization and working with personal data, and suggests data team processes for compliance.
Anonymity, Compliance, Dataiku, ebook, Privacy
Another 10 Free Must-Read Books for Machine Learning and Data Science - Mar 6, 2019.
Here's a third set of 10 free books for machine learning and data science. Have a look to see if something catches your eye, and don't forget to check the previous installments for reading material while you're here.
Books, Data Science, ebook, Free ebook, Machine Learning
- How to solve 4 big problems in data science – eBook - Feb 15, 2019.
This eBook includes insights and learnings on how data scientists from four leading companies delivered impressive business results like accelerating global inventory from 48 hours to 45 minutes and reducing operational cost of analytics infrastructure by 30%. Get the eBook now!
Data Science, Databricks, ebook
- Math for Machine Learning - Jan 4, 2019.
This ebook explains the math involved and introduces you directly to the foundational topics in machine learning.
Book, ebook, Machine Learning, Mathematics, Richard Han
- Manning Countdown to 2019 – Big Deals on AI, Data Science, Machine Learning books and videos - Dec 28, 2018.
Introducing the Manning countdown to 2019, where each day you’ll be able to get a different one day deal on some of their biggest books and video courses.
Book, Deep Learning, ebook, Manning, Python
- Improve ML transparency without sacrificing accuracy - Dec 19, 2018.
O'Reilly begins to shed some light on the accuracy/complexity tradeoff in machine learning, with An Introduction to Machine Learning Interpretability: An Applied Perspective on Fairness, Accountability, Transparency, and Explainable AI. Get the ebook now!
Dataiku, ebook, Machine Learning, O'Reilly
- eBook: An Introduction to Active Learning - Dec 17, 2018.
At Figure Eight, we're big believers in active learning. We think it holds the promise to better models, and that it's just about to go mainstream. In our new eBook, An Introduction to Active Learning, we cover the essentials. Download now!
Active Learning, ebook, Figure Eight
- Four Real-Life Machine Learning Use Cases - Dec 13, 2018.
This ebook will walk you through four use cases for Machine Learning on Databricks, covering loan risk, advertising analytics and predictive use case, market basket analysis, suspicious behaviour identification in video use, and more.
Databricks, ebook, Machine Learning, Use Cases
- Math for Machine Learning - Dec 10, 2018.
This ebook explains the math involved and introduces you directly to the foundational topics in machine learning.
Book, ebook, Machine Learning, Mathematics, Richard Han
- DATAx Presents: AI AND MACHINE LEARNING TRENDS IN 2019 - Dec 6, 2018.
This free Ebook from DATAx offers advice on using AI and machine learning to enhance customer satisfaction, how chief data officers are taking the reins on AI strategy, successful case studies from across the business, and more.
AI, ebook, Machine Learning, Trends
- [Download] Real-Life ML Examples + Notebooks - Nov 13, 2018.
In this eBook, we will walk you through four Machine Learning use cases on Databricks: Loan Risk Use Case; Advertising Analytics & Prediction Use Case; Market Basket Analysis Problem at Scale; Suspicious Behavior Identification in Video Use Case. Get your copy now!
Databricks, ebook, Jupyter, Machine Learning, Use Cases
- [ebook] Manipulating Data in Apache Spark - Oct 29, 2018.
In this ebook from Databricks, learn how DataFrames leverage the power of distributed processing through Spark, how to make big data processing easier for a wider audience, and more.
Apache Spark, Clustering, Databricks, ebook, Free ebook
- The Definitive Guide to AI’s “Black Box” Problem - Oct 17, 2018.
The Amazing, Anti-Jargon, Insight Filled, and Totally Free Handbook to Integrating AI in Highly Regulated Industries - get it now.
AI, Basis Technology, ebook, Explainable AI
- DATAx Guide to Data Visualization in 2019 - Oct 15, 2018.
Get DATAx Guide to Data Visualization in 2019, the definitive foundation to help you prepare for the future of data visualization, AI and machine learning. Also use KD200 to get extra $200 off DATAx New York early bird pricing until Oct 19.
Data Visualization, DATAx, ebook, IE Group, New York City
Math for Machine Learning - Sep 28, 2018.
This ebook explains the math involved and introduces you directly to the foundational topics in machine learning.
Book, ebook, Machine Learning, Mathematics, Richard Han
- ebook: DATAx Guide to Data Visualization - Sep 25, 2018.
Get free ebook, DATAx Guide to Data Visualization in 2019, the definitive foundation to help you prepare for the future of data visualization, AI and machine learning.
Data Visualization, DATAx, ebook, IE Group, New York City
- A Deep (But Jargon Free) Dive Into Deep Learning - Sep 20, 2018.
Learn what exactly deep learning is, how it works, and about its growing and innovative applications in healthcare, finance, retail, and more with this illustrated guide.
Dataiku, Deep Learning, ebook
- How to Put Active Learning to Work for Your Enterprise - Sep 17, 2018.
In this eBook from Figure Eight and AWS you'll learn what active learning is and how it works, the areas in which active learning can be particularly effective, and how active learning iteratively improves your model.
Active Learning, AWS, ebook, Figure Eight, Machine Learning
- Top KDnuggets tweets, Sep 5-11: 10 Free Must-Read Books for Machine Learning and Data Science - Sep 12, 2018.
Also: Data Science Cheat Sheet; Machine Learning Cheat Sheets; Journey to Machine Learning - 100 Days of ML Code.
Cheat Sheet, ebook, Top tweets
- ebook: Aggregating Data with Apache Spark™ - Sep 12, 2018.
Learn why cluster computing makes Spark the ideal processing engine for complex aggregations, the different types of aggregations that you can do with Spark, and more.
Apache Spark, Data Preparation, Databricks, ebook
- ebook: Using Deep Learning to Solve Real-World Problems - Aug 14, 2018.
Read this eBook to learn: How deep learning enables image classification, sentiment analysis, and other advanced analysis techniques and get a a starter workflow for building and training deep learning models.
AI, Databricks, Deep Learning, ebook
- [eBook] A Unified Approach to Analytics with Apache Spark - Jul 25, 2018.
How your data scientists and engineers can build models and data pipelines rapidly while collaborating with the business - download the ebook now.
Analytics, Apache Spark, Data Science, Databricks, ebook
- Math for Machine Learning: Open Doors to Data Science and Artificial Intelligence - Jul 18, 2018.
This ebook explains the math involved and introduces you directly to the foundational topics in machine learning.
ebook, Machine Learning, Mathematics, Richard Han
- New eBook: Machine Learning for Fraud Prevention - Jul 12, 2018.
Get best practices on incorporating machine learning to automate your fraud prevention process and optimize workflows. Download this free ebook now.
ebook, Fraud Prevention, Machine Learning, WhitePages
- [ebook] Apache Spark™ Under the Hood - Jun 27, 2018.
Learn how to install and run Spark yourself; A summary of Spark core architecture and concepts; Spark powerful language APIs and how you can use them.
Apache Spark, Databricks, ebook, PyTorch, R, scikit-learn, TensorFlow
- Build an Anomaly Detection Project [Free Guidebook] - Jun 14, 2018.
Learn how to find value and insight in outliers in the latest anomaly detection guidebook by Dataiku, which includes use cases, and step-by-step guidance (including code samples) to starting an anomaly detection project.
Anomaly Detection, Dataiku, ebook, Free ebook
- ebook: A Guide to Data Science at Scale - Jun 12, 2018.
Read our eBook to learn how easy it is to build and scale ML models with a unified analytics platform, how to collaborate across data teams to uncover insights faster, and more. Free download.
Data Science, Databricks, ebook, Scalability
10 More Free Must-Read Books for Machine Learning and Data Science - May 28, 2018.
Summer, summer, summertime. Time to sit back and unwind. Or get your hands on some free machine learning and data science books and get your learn on. Check out this selection to get you started.
Books, Data Science, ebook, Free ebook, Machine Learning
- How to tackle common data cleaning issues in R - May 24, 2018.
R is a great choice for manipulating, cleaning, summarizing, producing probability statistics, and so on. In addition, it's not going away anytime soon, it is platform independent, so what you create will run almost anywhere, and it has awesome help resources.
Book, Data Cleaning, ebook, Packt Publishing, R
- [ebook] 7 Steps for a Developer to Learn Apache Spark - Apr 17, 2018.
We offer a step-by-step guide to technical content and related assets that to help you learn Apache Spark, whether you're getting started with Spark or are an accomplished developer.
Apache Spark, Databricks, Developer, ebook, Spark SQL
- Solve Data Science Challenges Through Collaboration - Apr 3, 2018.
Get this eBook to learn key issues that hamper fragmented data science teams; how accelerate innovation via collaborative workspaces, and how top data science teams boosted productivity by up to 4x.
Collaboration, Data Science Team, Databricks, ebook
- [eBook] Solving 4 Big Problems in Data Science - Mar 6, 2018.
Insights and tools from leading data science teams to accelerate results.
Apache Spark, Big Data, Cloud Computing, Databricks, Deployment, ebook
- Using Deep Learning to Solve Real World Problems - Jan 25, 2018.
Deep learning offers every company with large data new techniques to solve complex analytical problems. Read this ebook to learn more.
AI, Databricks, Deep Learning, ebook
- Chatbots Gone Wild - Dec 4, 2017.
How do you build a chatbot your customers will actually want to talk to? At CrowdFlower, we’ve seen the data and the projects that do just that. And we’d like to share what we’ve learned in this free eBook.
Chatbot, CrowdFlower, ebook, Free ebook
- [eBook] A Gentle Introduction to Apache Spark(tm) - Nov 21, 2017.
If you are a developer or data scientist interested in big data, Spark is the tool for you. Download this ebook to learn why Spark is a popular choice for data analytics, what tools and features are available, and much more.
Apache Spark, Databricks, ebook, Free ebook
- NVIDIA DGX Systems – Deep Learning Software Whitepaper - Nov 20, 2017.
Download this whitepaper from NVIDIA DGX Systems, and gain insight into the engineering expertise and innovation found in pre-optimized deep learning frameworks available only on NVIDIA DGX Systems and learn how to dramatically reduce your engineering costs using today’s most popular frameworks.
Deep Learning, ebook, Free ebook, GPU, Neural Networks, NVIDIA
- Download NVIDIA DGX Systems eBook - Oct 17, 2017.
In this eBook, you will learn how NVIDIA DGX Systems offer the fastest path to AI and deep learning, how to spend more time focused on experimentation and less time wrestling with IT, and using DGX Systems include access to NVIDIA-optimized deep learning frameworks.
AI, ebook, Free ebook, NVIDIA
- The Ultimate Guide to Basic Data Cleaning - Aug 24, 2017.
Data cleaning can seem intimidating, but it’s not hard if you know the basic steps. That’s why we’re excited to announce our newest ebook, “The Ultimate Guide to Basic Data Cleaning”!
Data Cleaning, Data Preparation, ebook, Free ebook
- Top KDnuggets tweets, Jun 14-20: 5 EBooks to Read Before Getting into A Data Science or Big Data Career - Jun 21, 2017.
Also 10 Free Must-Read Books for #MachineLearning and #DataScience; #Keras implementation of a simple Neural Net module for relational reasoning; Applying #deeplearning to real-world problems
ebook, Keras, Machine Learning, Top tweets
10 Free Must-Read Books for Machine Learning and Data Science - Apr 10, 2017.
Spring. Rejuvenation. Rebirth. Everything’s blooming. And, of course, people want free ebooks. With that in mind, here's a list of 10 free machine learning and data science titles to get your spring reading started right.
Books, Data Science, ebook, Free ebook, Machine Learning
- Breaking Data Science Open: How Open Data Science is Eating the World - Mar 17, 2017.
Grab this free book on Open Data Science, a movement that makes the open source tools of data science—data, analytics and computation—work together as a connected ecosystem.
Continuum Analytics, Data Science, ebook, Free ebook, Open Data
- Over 600 data science, machine learning, Big Data eBooks/videos for only $5 (until Jan 9) - Dec 22, 2016.
Packt have more than 600 data science, analysis, machine learning and Big Data eBooks and video courses. And until Jan 9, 2017 every single one is available for just $5.
Big Data, Data Analysis, ebook, Packt Publishing, Python, R
- Top KDnuggets tweets, Sep 28-Oct 4: 7 Steps to Mastering SQL for #DataScience; Biggest Issues in #DataScience - Oct 5, 2016.
7 Steps to Mastering SQL for #DataScience; New Andrew Ng #MachineLearning #Book Under Construction, #Free Draft Chapters; Top #DataScientist Claudia Perlich on Biggest Issues in #DataScience; Awesome Public Datasets on GitHub
Andrew Ng, Data Science, ebook, SQL, Top tweets
- ebook: Learning Apache Mahout Classification - May 15, 2015.
If you are a data scientist with Hadoop experience and interest in machine learning, this book is for you. Learn about different classification in Apache Mahout and build your own classifiers.
Apache Mahout, Classification, ebook, Packt Publishing
- LIONbook: Machine Learning + Intelligent Optimization – completed, free personal download - Mar 11, 2014.
This book combines two usually separated topics: machine learning and intelligent optimization, and does it with enough technical details to satisfy professionals, but also with concrete examples, vivid images, and fun. Buy a low-cost paperback or ebook (Kindle), or download a free PDF.
Book, ebook, free download, Kindle, Machine Learning, Optimization
- Top stories for Mar 2-8: Do’s and Don’t of Data Mining; Wolfram Breakthtough language - Mar 9, 2014.
The Dos and Donts of Data Mining; Wolfram Breakthrough Knowledge-based Programming Language - what it means for Data Science? Introduction to Random Forests for Beginners - free ebook; Exclusive Interview with Quentin Clark, Microsoft Data Platform Group.
Data Mining, ebook, Interview, Microsoft, Quentin Clark, random forests algorithm, Wolfram
- Top KDnuggets tweets, Mar 5-6: Data Science Backlash begins; Intro to Random Forests® for Beginners – free ebook - Mar 7, 2014.
Backlash begins: Data Science is not a science, and not a good job prospect; Intro to Random Forests for Beginners - free ebook; Must read for data scientists: Q - new Data Language; Book: R for Business Analytics.
Backlash, Data Definition, Data Science, ebook, Q, R, random forests algorithm
- Introduction to Random Forests® for Beginners – free ebook - Mar 6, 2014.
Random Forests is of the most powerful and successful machine learning techniques. This free ebook will help beginners to leverage the power of Random Forests.
Beginners, Decision Trees, ebook, Free, Kaggle, random forests algorithm, Salford Systems
- Top KDnuggets tweets, Feb 24-25: Applied R for the Social Scientist, free book; Great overview: Python Tools for Machine Learning - Feb 27, 2014.
Applied R for the Quantitative Social Scientist - a free 100 page ebook! Great overview: Python Tools for Machine Learning; MIT TR 50 Smartest Companies has many #BigData companies; Wolfram releases demo of breakthrough knowledge-based language.
ebook, Machine Learning, MIT, Python, R, Social Science, Wolfram
