Python in Plain English·3y15 Completely Free Machine Learning and Deep Learning Books
Think Stats is a beginner friendly introduction to Statistics and Probability. Deep Learning for Coders with Fastai & PyTorch by Jeremy Howard and Sylvain Gugger is designed to start with your deep learning journey. Bayesian Methods for Hackers by Adel El-Shahat is a great choice.
KDnuggets·3y3 Free Machine Learning Courses for Beginners
There are many low-quality free courses and YouTube courses that provide no help in building strong machine learning fundamentals. You can also learn a lot from interactive free courses by Udacty, Coursera, and Fast AI. These courses cover fundamentals and introduce you to supervised, unsupervised, and deep learning algorithms.
KDnuggets·3y24 Best (and Free) Books To Understand Machine Learning
Machine Learning Engineer was voted one of the best jobs in the U.S. in 2019. We have compiled a list of best (and free) machine learning books that will prove helpful for everyone aspiring to build a career in the field. There is no doubt that Machine Learning has become a popular topic nowadays.
Hacker News·3yI Taught ChatGPT to Invent a Language
I Taught ChatGPT to Invent a Language in whichChatGPT and I invent a fictional language spoken by slime-people Introduction I’ve been playing with OpenAI’s chatGPT model. This is so far beyond anything I would expect from a model trained to complete text prompts from the user. It understands subordinate clauses.
KDnuggets·3yLearn Data Science From These GitHub Repositories
Learn Data Science from these curated GitHub repositories to start your data science career with these curated repositories. GitHub is a code-hosting platform for version control and collaboration. GitHub also has a community which helps to support all users on GitHub with questions, problems and their overall educational journey.
KDnuggets·3y5 Python Projects for Data Science Portfolio
5 Python Projects for Data Science Portfolio will help you develop problem-solving habits. Get more experience by working on web scraping, data analytics, time-series forecasting, machine learning, and deep learning projects. In the five projects, we will learn to: Scrape live yahoo stock prices, perform time series analysis and forecasting.
KDnuggets·3yThe Complete Machine Learning Study Roadmap
The Complete Machine Learning Study Roadmap shows what you need to do to start your Machine Learning journey. The field is a bit more specific than Data Science and Data Engineering which naturally include Machine Learning in the mix. Here are some resources that can help you get a more in-depth understanding of the field.