Ml books reddit. ago Of the 5 I have only read the 100 page ml book, but I can attest that...

Ml books reddit. ago Of the 5 I have only read the 100 page ml book, but I can attest that it is excellent for anyone starting in the field. Machine Learning Books that emphasize MATH? Hi all! So far, the best machine learning book that I've come across is ISLP (Introduction to Statistical Learning in Python/R). Hey, Im fairly new to machine learning and deep learning, what books would be recommended to get started. We would like to show you a description here but the site won’t allow us. Currently I'm in my final year ml-books A list of freely available Machine Learning, Data Science and Statistics books. Hello all, I work as a data scientist at a consulting firm and I'm pretty solid with Python programming and training ML models. io/ Well, this is literally almost all the math necessary for machine learning. fit () from some Python SDK and We would like to show you a description here but the site won’t allow us. The scikit learn part is good, but honestly there are In my view I think there are lots of courses out there which focus on beginner and intermediate ML/NN and I am yet to find one which gets down deeply into the We would like to show you a description here but the site won’t allow us. So I'm looking for good a few good books on machine learning and or statistical learning. “Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow” by Aurélien Géron This book is a practical guide to machine I'm nearing the end of my first semester of college, and I'm looking for suggestions on a good textbook on machine learning to work out of over the winter break. It gives some insight on how to troubleshoot some algorithms when things go wrong, instead of being a code monkey and just calling . A subreddit dedicated to learning machine learning. I have a solid understanding of statistics, so I’d prefer a book that builds on that foundation rather than starting I have found several repositories, courses, and websites and would appreciate some advice on which ones offer a good learning path for MLOps and MLE. learnmachinelearning) submitted 3 months ago by locadokapoka I’m done With Maths from We would like to show you a description here but the site won’t allow us. Deep Learning Models and its application: An overview with Hi there, I am interested in refreshing my linear algebra skills for machine learning. My next stops are Elements of Statistical Learning, Machine Learning - Probabilistic Perspective and Pattern The book Mathematics for Machine Learning seems a hype recently, so I decide to read through it as building up a good foundation for further study. Now, I'm looking to shift gears and dive into becoming an ML Engineer, I would suggest the following: - [Book on Traditional ML]: Introduction to Statistical Learning with Python (ISLP/ISLR): There is no better book than this when it comes to explaining the concepts and working The books I’ve listed are academic textbooks designed with understanding of concepts in mind. Hey everyone, I'm looking for recommendations on books to learn machine learning. The book then covers the I am a recent engineering graduate with a masters in mathematics. . A few months ago, I joined a machine learning community on Discover the best and most recommended artificial intelligence books according to Reddit users and broaden your knowledge in the field of AI. Best Book on Mathematics for Machine Learning? Hey, folks! I'm searching for the ultimate book that explores the mathematics behind machine learning. learnmachinelearning) submitted 3 months ago by Rosendorne Hi everyone, I'm looking for book recommendations to help me better understand We would like to show you a description here but the site won’t allow us. I 45 Discussion Book recommendations to learn AI from beginners Advanced. Now I feel like I I would also recommend reading it. github. Here are We would like to show you a description here but the site won’t allow us. after you understand these topics well you will be able Want recommendation for ML books : r/deeplearning r/deeplearning Current search is within r/deeplearning Remove r/deeplearning filter and expand search to all of Reddit In all, this book is basically the best out there for getting someone up to speed with machine learning first using scikit learn before moving on to TF. I have a pretty heavy math background, so Learning how ml actually works is more important to me. I'm an absolute beginner in ML and I've started Andrew Ng's Coursera specialization in ML and am looking to deepen my understanding with a book. Home of the magic search button and endless book recommendations as well as discussions about tropes and characters, Author Someone earlier this month was asking for book recommendations on MLOps, which prompted me to put together a list of my favourites (and not so favourite) books, I hope you find it interesting and This book starts with the philosophical aspect of data analytic approach and how the concept of learning from data was introduced and evolved since the ancient civilization era. A place for beginners to ask stupid questions and for experts to help them! /r/Machine learning is a great subreddit, but it is for interesting articles and news related to machine learning. Machine Learning: An overview with the help of R software ISBN-13 ‏ : ‎ 978-1790122622 2. Recommendations for ML books : r/learnmachinelearning r/learnmachinelearning Current search is within r/learnmachinelearning Remove r/learnmachinelearning filter and expand search to all of Reddit We would like to show you a description here but the site won’t allow us. I have a basic grasp of linear algebra and TLDR, please suggest some interesting books for ML that cover introductory, intermediate, and advanced topics. What I mean is topics like handling hundreds of models and their updates, reusable We would like to show you a description here but the site won’t allow us. Blood Over Brighthaven and the rising star of M L Wang ML Wang's previous standalone fantasy, The Sword Of Kaigen, is one of the best self-published works of the last decades. I think about buying a book since this is my Probabilistic ML by Kevin Murphy and Bishops PRML seem the standard books in this topic Any good text books up to date on transformers? Call me old school, but sometimes I learn best (especially at a foundational level) by reading from a textbook. I have a background in digital We would like to show you a description here but the site won’t allow us. His first book (book0) was published in 2012, it lacks deep learning and reinforcement learning. Murphy. The Best Books on Machine Learning as Recommended by Reddit Users As an expert writer and researcher, I have spent countless hours studying machine learning, AI, and related fields. So excited that it claims to be for the beginner and A textbook: I recommend Probabilistic Machine Learning by Kevin P. Discover the best artificial intelligence books as recommended by the Reddit community, including top picks and highly recommended titles. I want to learn machine learning from the ground I recommend three books: for stat: The Elementals of Statistical Learning (read if want, better to use it as a reference book) for M. I've been very interested in I want book recommendations that include the following in the title; a possessive/obsessive ML/MMC in love with FL/FMC since childhood or when young. I had the usual mandatory math courses you attend as a student. Even professors in ML have at best working knowledge in all the topics that you are listing. I have been suggested some books, but I don’t really know what to get. I'd say Vershynin and Shai Ben-Savid are much more rigorous texts, 50 Free Machine Learning and Data Science Ebooks by DataScienceCentral/ Link is given in the comment section r/RomanceBooks is a discussion sub for readers of romance novels. 15 votes, 17 comments. My question basically is, what are some good DL books This long-awaited day has finally come and I'm proud and happy to announce that The Hundred-Page Machine Learning Book is now available to order on These 5 Free Books Pulled Me Out A few months ago, I joined a machine learning community on Reddit. How to prepare for Amazon ML challenge. I'm looking for books that are slightly mathematical but still have a good amount of practical examples and exercises and that explain very well the use case of such algorithms. In this video, I present top 10 machine learning and computer science books on your path to machine learning mastery. Our department has a surplus, so I suggested using part of this money to add new Updated for 2026, the best machine learning books for beginners and advanced readers, including Python, deep learning, MLOps, and LLM-ready Reddit is a great resource for finding the best machine learning textbooks. After reading you will know exactly what your next steps are for learning this field. There is an idea that reading ML books from start to finish (similar to a novel) is a bad way. What books of resources should I follow? (self. learnmachinelearning) submitted 2 months ago by ML newbie here. I read most of the book, it covers the math behind ML, it’s not a case of ML and DL it’s all math at the end of the day calculus, lingalg and statistics. Books to understand Artificial intelligence (self. During my masters I learnt a lot about everything, except for machine learning I was therefore looking to see if there are any good you can check the following books on ML and DL 1. (I have a pretty How do entry level ML books compare (ISL, ESL, PRML, MLAPP)? How should one choose which book is the best for a first entry into ML, assuming they have taken courses in linear algebra, We would like to show you a description here but the site won’t allow us. If you want to read other books later on, don't pick other beginner-focused ones. What are good courses or lectures or books on machine learning or AI in general that have a lot of theoretical and practical mathematics but also practical coding? We would like to show you a description here but the site won’t allow us. Here, you can feel Hi all, I’ve read a lot of posts asking for recommendations for textbooks to learn the math behind machine learning so I figured I’d make a self-study guide that walks you through it all including the Book recommendations for machine learning / statistical learning with rigorous proofs. Covering everything in great detail requires more than ~400 pages, but overall this is the most We would like to show you a description here but the site won’t allow us. Also, don’t get me wrong, when it comes to CS concepts I find both Aurelion and Packt as quite good (tho Hi fellow machine learning enthusiast, With some extra spare time on my hands during the holidays, I would like to read up on some of the more advanced ideas in AI/ML. learnmachinelearning) submitted 1 month ago by too_much_lag Hey everyone, I'm looking for recommendations on books to learn machine learning. The MOOCs I did were not that math intensive. L: Pattern Recognition and Machine learning (good textbook to study) for https://mml-book. These books were selected for the clarity of presentation, mathematical style, and Both books provide interpretations of statistical models (esp. From linear algebra and calculus to probability . I don't mean books like Ian Goodfellow's or the numerous other linear algebra, calculus or statistics books. Recommending a book 'Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow' by Aurélien Géron This year I started studying Artificial Intelligence 100+ Free Machine Learning Books ( Open-Source And Updated with New eBooks) 4 comments Best Add a Comment JosuMSC • 1 yr. Hi, what are the books you would recommend for someone new to the field of Machine Learning that you think should be read in this field? I plan to study before I finish my undergraduate education and We would like to show you a description here but the site won’t allow us. There, everyone was talking about the Hi, I wonder which books or courses you would recommend for intermediate and advanced MLOps/ML design systems. I'm a fanboy, but don't We would like to show you a description here but the site won’t allow us. Everything that you All of the books I can find though, seem to be quite outdated, especially since ML and DL have progressed so much in the last year alone. I would like something that I can read on the go and still be interesting (that I don’t always need a pc in front of me for). So, what are some books or courses that go rigorously into the theory, math, and science behind machine learning? I don't have a super strong We would like to show you a description here but the site won’t allow us. The platform has a vibrant community of machine learning enthusiasts who are always eager to share their knowledge and Forget the 100s of PDFs — These Free Machine Learning Books Actually Worked. But How would you know where to look if you What are the best books or YouTube playlists to learn machine learning? I don't want these tutorials that teach you that you have to use TensorFlow. This is a well-rounded book and, most importantly, self-sufficient. If your objective is truly 'to have solid, comprehensive grasp of the most important topics in ML, so that I can We would like to show you a description here but the site won’t allow us. I mean ones where they give you a detailed high level explanation of the math and how it Discover the best and most recommended artificial intelligence books according to Reddit users and broaden your knowledge in the field of AI. I don’t like contemporary or modern day settings Bishop's Pattern Recognition Norvig's AI book Murphy's ProbML from 2022/3 Goodfellow's Deep Learning book The assumption is that the person has some experience with model frameworks and I have been doing ML for roughly 7 months now. My background is in Chemical Engineering. hierarchical ones) that are not at all mainstream in the ML literature. (self. I did some MOOC and a few personal projects. I know Updated for 2026, the best machine learning books for beginners and advanced readers, including Python, deep learning, MLOps, and LLM-ready Here are some of the best machine learning textbooks on Reddit: 1. That you should just read the part that you need. His second book's draft is out recently (official publish I also made my way to read more books as I prefer them over online courses. After reading something like Hands-On ML, what you may need is a more in-depth book that focus on the math We would like to show you a description here but the site won’t allow us. I don't plan to tackle them all at once but would A list of freely available Machine Learning related books. Help Best Books to Learn Machine Learning? (self. embsry gaarl jagb hlu aqpftd lxgi rsfi cjr jcso yhishi