--- title: Best KDnuggets posts — October 2022 | daily.dev description: The most upvoted KDnuggets posts from October 2022, curated by the daily.dev community. canonical: https://daily.dev/sources/kdnuggets/best-of/2022/10 twitter:card: summary_large_image twitter:site: @dailydotdev og:url: https://daily.dev/sources/kdnuggets/best-of/2022/10 og:type: website og:site_name: daily.dev og:title: Best KDnuggets posts — October 2022 | daily.dev og:description: The most upvoted KDnuggets posts from October 2022, curated by the daily.dev community. og:image: https://media.daily.dev/image/upload/s--VAY5ToZt--/f_auto/v1724209435/public/daily.dev%20-%20open%20graph --- # Best of KDnuggets — October 2022 1. 1 [](https://daily.dev/posts/mathematics-for-machine-learning-the-free-ebook-b9z4iyth7 "Mathematics for Machine Learning: The Free eBook") Article KDnuggets · 4y Mathematics for Machine Learning: The Free eBook Mathematics for Machine Learning: The Free eBook is a book by Marc Peter Deisenroth, A Aldo Faisal, and Cheng Soon Ong. The aim is to provide a short, concise book, which is then augmented by exercises and Jupyter notebooks. 93 2 2. 2 [](https://daily.dev/posts/15-free-machine-learning-and-deep-learning-books-5kd9v8pnz "15 Free Machine Learning and Deep Learning Books") Article KDnuggets · 4y 15 Free Machine Learning and Deep Learning Books If you’re looking to have a career in machine learning or a data scientist, below is a list of FREE e-books to help you achieve this. The list includes an Introduction to Machine Learning Interpretability by Patrick Hall and Navdeep Gill. If you have an interest in Natural Language Processing and you are proficient in Python - this book is for you. 20 3. 3 [](https://daily.dev/posts/7-free-platforms-for-building-a-strong-data-science-portfolio-r7nhluogu "7 Free Platforms for Building a Strong Data Science Portfolio") Article KDnuggets · 4y 7 Free Platforms for Building a Strong Data Science Portfolio The free platform that we are going to discuss in this blog will help you get offers from recruiters and open a new world of professional opportunities. With time, you will learn the importance of all seven platforms, including GitHub, Kaggle, LinkedIn, Medium, DagsHub, Deepnote, and DataCamp. You need to add your bio and profile links and let your projects speak for yourself. 17 4. 4 [](https://daily.dev/posts/machine-learning-for-everybody--pcxugmppl "Machine Learning for Everybody!") Article KDnuggets · 4y Machine Learning for Everybody! The course aims to bring machine learning fundamentals to complete beginners. You will learn the basics of Machine Learning and how to use TensorFlow to implement many different concepts. The course finishes off with principal component analysis and an implementation of k-means and PCA. 14 5. 5 [](https://daily.dev/posts/graphs-the-natural-way-to-understand-data-sld-wl-1y "Graphs: The natural way to understand data") Article KDnuggets · 4y Graphs: The natural way to understand data Graph Algorithms for Data Science is a hands-on guide to working with graph-based data in applications like machine learning, fraud detection, and business data analysis. Graphs reveal the relationships in your data. Tracking these connections reveals new insights and influences and lets you analyze each data point as part of a larger whole. 12 6. 6 [](https://daily.dev/posts/a-data-science-portfolio-that-will-land-you-the-job-in-2022-nnsxbnlgn "A Data Science Portfolio That Will Land You The Job in 2022") Article KDnuggets · 4y A Data Science Portfolio That Will Land You The Job in 2022 You do not have a Master's degree in data science and have no prior experience in the field. You have even created data science projects and included them in your portfolio hoping that they will get you a job. This makes it seem like you lack experience and can do more harm than good to your portfolio. Take one or You are not Playing to your Strengths. 11 7. 7 [](https://daily.dev/posts/the-complete-free-pytorch-course-for-deep-learning-es1ygqwug "The Complete Free PyTorch Course for Deep Learning") Article KDnuggets · 4y The Complete Free PyTorch Course for Deep Learning The course PyTorch for Deep Learning & Machine Learning from freeCodeCamp is put together by machine learning stalwart Daniel Bourke. The course covers everything you need to know to get up to speed with Py Torch and deep learning. 11 [See all KDnuggets archives](/sources/kdnuggets/best-of) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@graph":[{"@type":"CollectionPage","@id":"https://daily.dev/sources/kdnuggets/best-of/2022/10#page","url":"https://daily.dev/sources/kdnuggets/best-of/2022/10","name":"Best KDnuggets Posts — October 2022","description":"The most upvoted KDnuggets posts from October 2022, curated by the daily.dev community.","isPartOf":{"@type":"WebSite","url":"https://daily.dev"}},{"@type":"ItemList","@id":"https://daily.dev/sources/kdnuggets/best-of/2022/10#items","numberOfItems":7,"itemListElement":[{"@type":"ListItem","position":1,"url":"https://daily.dev/posts/mathematics-for-machine-learning-the-free-ebook-b9z4iyth7","name":"Mathematics for Machine Learning: The Free eBook"},{"@type":"ListItem","position":2,"url":"https://daily.dev/posts/15-free-machine-learning-and-deep-learning-books-5kd9v8pnz","name":"15 Free Machine Learning and Deep Learning Books"},{"@type":"ListItem","position":3,"url":"https://daily.dev/posts/7-free-platforms-for-building-a-strong-data-science-portfolio-r7nhluogu","name":"7 Free Platforms for Building a Strong Data Science Portfolio"},{"@type":"ListItem","position":4,"url":"https://daily.dev/posts/machine-learning-for-everybody--pcxugmppl","name":"Machine Learning for Everybody!"},{"@type":"ListItem","position":5,"url":"https://daily.dev/posts/graphs-the-natural-way-to-understand-data-sld-wl-1y","name":"Graphs: The natural way to understand data"},{"@type":"ListItem","position":6,"url":"https://daily.dev/posts/a-data-science-portfolio-that-will-land-you-the-job-in-2022-nnsxbnlgn","name":"A Data Science Portfolio That Will Land You The Job in 2022"},{"@type":"ListItem","position":7,"url":"https://daily.dev/posts/the-complete-free-pytorch-course-for-deep-learning-es1ygqwug","name":"The Complete Free PyTorch Course for Deep Learning"}]},{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Sources","item":"https://daily.dev/sources"},{"@type":"ListItem","position":3,"name":"KDnuggets","item":"https://daily.dev/sources/kdnuggets"},{"@type":"ListItem","position":4,"name":"Best of","item":"https://daily.dev/sources/kdnuggets/best-of"},{"@type":"ListItem","position":5,"name":"October 2022"}]}]} ```