diff --git a/books/free-programming-books-subjects.md b/books/free-programming-books-subjects.md index 63a2d910b..a846be4a1 100644 --- a/books/free-programming-books-subjects.md +++ b/books/free-programming-books-subjects.md @@ -435,6 +435,7 @@ Books that cover a specific programming language can be found in the [BY PROGRAM * [Interpretable Machine Learning](https://christophm.github.io/interpretable-ml-book/) - Christoph Molnar * [Introduction to CNTK Succinctly](https://www.syncfusion.com/ebooks/cntk_succinctly) - James McCaffrey * [Introduction to Machine Learning](https://arxiv.org/abs/0904.3664v1) - Amnon Shashua +* [Introduction to Machine Learning Systems](https://www.mlsysbook.ai/assets/downloads/Machine-Learning-Systems.pdf) - Vijay Janapa Reddi (PDF) * [Keras Succinctly](https://www.syncfusion.com/ebooks/keras-succinctly) - James McCaffrey * [Learn Tensorflow](https://bitbucket.org/hrojas/learn-tensorflow) - Jupyter Notebooks * [Learning Deep Architectures for AI](https://mila.quebec/wp-content/uploads/2019/08/TR1312.pdf) - Yoshua Bengio (PDF) @@ -450,6 +451,7 @@ Books that cover a specific programming language can be found in the [BY PROGRAM * [Neural Network Design (2nd Edition)](https://hagan.okstate.edu/NNDesign.pdf) - Martin T. Hagan, Howard B. Demuth, Mark H. Beale, Orlando De Jesús (PDF) * [Neural Networks and Deep Learning](http://neuralnetworksanddeeplearning.com) * [Pattern Recognition and Machine Learning](https://www.microsoft.com/en-us/research/uploads/prod/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf) - Christopher M. Bishop (PDF) +* [Patterns, Predictions, And Actions: A story about machine learning](https://mlstory.org/pdf/patterns.pdf) - Moritz Hardt, Benjamin Recht (PDF) * [Practitioners guide to MLOps](https://services.google.com/fh/files/misc/practitioners_guide_to_mlops_whitepaper.pdf) - Khalid Samala, Jarek Kazmierczak, Donna Schut (PDF) * [Probabilistic Machine Learning - An Introduction](https://github.com/probml/pml-book/releases/latest/download/book1.pdf) - Kevin P. Murphy (PDF) * [Probabilistic Models in the Study of Language](https://idiom.ucsd.edu/~rlevy/pmsl_textbook/text.html) (Draft, with R code) diff --git a/courses/free-courses-en.md b/courses/free-courses-en.md index a32835168..b605152a1 100644 --- a/courses/free-courses-en.md +++ b/courses/free-courses-en.md @@ -440,7 +440,6 @@ * [Cloud Computing Tutorial For Beginners - 2023 Updated](https://www.youtube.com/playlist?list=PLEiEAq2VkUUIJ3o1tehvtux0_Ynf42CBN) - Simplilearn * [Introduction to Cloud](https://cognitiveclass.ai/courses/introduction-to-cloud) - CognitiveClass.ai * [NPTEL-CloudComputing](https://www.youtube.com/playlist?list=PLShJJCRzJWxhz7SfG4hpaBD5bKOloWx9J) - Manish Narula - #### AWS @@ -646,12 +645,15 @@ * [Neuromatch Academy: Deep Learning](https://deeplearning.neuromatch.io/tutorials/intro.html) - Neuromatch Academy * [NYU Deep Learning SP21](https://www.youtube.com/playlist?list=PLLHTzKZzVU9e6xUfG10TkTWApKSZCzuBI) Alfredo Canziani * [NYU Deep Learning SP22](https://www.youtube.com/playlist?list=PLLHTzKZzVU9f3kmEta5dlkMXgtD1LxHzT) - Alfredo Canziani +* [OpenCV Bootcamp](https://opencv.org/university/free-opencv-course/) - OpenCV University * [Practical Deep Learning For Coders taught](http://www.fast.ai) - Jeremy Howard * [Practical Deep Learning for Coders, v3 (using fastai library)](https://course.fast.ai) +* [PyTorch Bootcamp](https://opencv.org/university/free-pytorch-course/) - OpenCV University * [Recurrent Neural Network](https://www.youtube.com/playlist?list=PLuhqtP7jdD8ARBnzj8SZwNFhwWT89fAFr) - Coding Lane * [Self-Paced Courses for Deep Learning](https://developer.nvidia.com/deep-learning-courses) * [Stanford CS 224N: Natural Language Processing with Deep Learning](https://www.youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ) (Stanford Online) * [Stanford CS230: Deep Learning](https://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb) (Stanford Online) +* [TensorFlow Bootcamp](https://opencv.org/university/free-tensorflow-keras-course/) - OpenCV University * [Unsupervised Feature Learning and Deep Learning](http://deeplearning.stanford.edu/tutorial) @@ -913,7 +915,7 @@ * [Complete Bootstrap Crash Course \| Bootstrap 4 Tutorial](https://www.youtube.com/watch?v=ZfRn9VJzdGA) - Julio Codes * [Gentle Introduction to Bootstrap 5 for Beginners](https://www.youtube.com/playlist?list=PLErOmyzRKOCr47pRGOswKcgzGyetNRdHZ) - Deborah Kurata * [Introduction to Bootstrap - A Tutorial](https://www.classcentral.com/course/edx-introduction-to-bootstrap-a-tutorial-3338) - Microsoft via edX (Class Central) -* [Learn Bootstrap](https://v2.scrimba.com/learn-bootstrap-c0o) - Scrimba +* [Learn Bootstrap](https://v2.scrimba.com/learn-bootstrap-c0o) - Scrimba * [Learn Bootstrap 4 for free](https://scrimba.com/learn/bootstrap4) - Neil Rowe (Scrimba) * [Learn Bootstrap 4 in this free 10-part course](https://www.freecodecamp.org/news/want-to-learn-bootstrap-4-heres-our-free-10-part-course-happy-easter-35c004dc45a4/) - Per Harald Borgen (Freecodecamp) * [Learn Bootstrap 5 and SASS by Building a Portfolio Website - Full Course](https://www.youtube.com/watch?v=iJKCj8uAHz8) - Patrick Muriungi, freeCodeCamp @@ -1165,7 +1167,7 @@ * [Learn Class Components in React](https://v2.scrimba.com/learn-class-components-in-react-c0h) - Bob Ziroll (Scrimba) * [Learn React + Redux](https://www.sololearn.com/learning/1097) - *registration required* * [Learn React for Free](https://scrimba.com/learn/learnreact) - Bob Ziroll (Scrimba) -* [Learn React Router 6](https://scrimba.com/learn/reactrouter6) - Bob Ziroll (Scrimba) +* [Learn React Router 6](https://scrimba.com/learn/reactrouter6) - Bob Ziroll (Scrimba) * [Learn ReactJS](https://www.codecademy.com/learn/react-101) - Codecademy * [Learn Styled Components in React](https://v2.scrimba.com/learn-styled-components-in-react-c0r) - Ania Kubow (Scrimba) * [React](https://progate.com/languages/react) (progate) *(account required)* @@ -1561,6 +1563,7 @@ * [Python Course from scratch](https://scrimba.com/playlist/pNpZMAB) - Olaf Paulson (scrimba) * [Python Data Analysis](https://www.coursera.org/learn/python-analysis) - Scott Rixner, Joe Warren (Coursera) * [Python for Beginners](https://alison.com/course/python-for-beginners) - Merul Dhiman (Alison) +* [Python for Beginners](https://opencv.org/university/python-for-beginners/) - OpenCV University * [Python for Beginners](https://www.youtube.com/playlist?list=PLUaB-1hjhk8GHKfndKjyDMHPg_HlQ4vpK) - Alex The Analyst * [Python for Beginners (Full Course)](https://www.youtube.com/playlist?list=PLsyeobzWxl7poL9JTVyndKe62ieoN-MZ3) - Telusko * [Python for Data Science, AI & Development](https://www.coursera.org/learn/python-for-applied-data-science-ai) - Joseph Santarcangelo (Coursera) diff --git a/more/free-programming-playgrounds.md b/more/free-programming-playgrounds.md index 71a2d1f91..de8718724 100644 --- a/more/free-programming-playgrounds.md +++ b/more/free-programming-playgrounds.md @@ -418,6 +418,11 @@ ### SQL * [Extends Class](https://extendsclass.com/sqlite-browser.html) +* [Online SQL Editor](https://www.programiz.com/sql/online-compiler) - Programiz +* [Online SQL Editor](https://www.tutorialspoint.com/compilers/online-sql-editor.htm) - Tutorialspoint +* [Oracle Live SQL](https://livesql.oracle.com) +* [Practice SQL](https://www.sql-practice.com) +* [SQL Server Online Editor & Compiler](https://onecompiler.com/sqlserver) - OneCompiler * [SQLFiddle](http://sqlfiddle.com) * [SQLite Online](https://sqliteonline.com) @@ -459,4 +464,3 @@ * [Vim Adventure](https://vim-adventures.com) - Doron Linder * [Vim Genius](http://vimgenius.com) - Vic Ramon, Rye Mason - diff --git a/more/problem-sets-competitive-programming.md b/more/problem-sets-competitive-programming.md index d853804db..edaf01d53 100644 --- a/more/problem-sets-competitive-programming.md +++ b/more/problem-sets-competitive-programming.md @@ -81,6 +81,7 @@ * [AIcrowd](https://www.aicrowd.com) * [CodaLab](https://codalab.lisn.upsaclay.fr) * [CrowdANALYTIX](https://www.crowdanalytix.com/community) +* [Deep-ML](https://www.deep-ml.com/problems) * [DrivenData](https://www.drivendata.org) * [Kaggle](https://www.kaggle.com) * [Zindi](https://zindi.africa)