##Categories:
- Tensorflow Lite- machine learning at the edge!! Medium https://medium.com/techwasti/tensorflow-lite-machine-learning-at-the-edge-26e8421ae661
- Train Neural Networks With Noise to Reduce Overfitting https://machinelearningmastery.com/train-neural-networks-with-noise-to-reduce-overfitting/
- All you need to know about GPUs as a beginner in Machine Learning Medium https://link.medium.com/JNiHfw5pt2
- Improving Out-of-Distribution Detection in Machine Learning Models https://ai.googleblog.com/2019/12/improving-out-of-distribution-detection.html
- From Machine Learning to Reinforcement Learning Mastery Medium https://medium.com/better-programming/from-machine-learning-to-reinforcement-learning-mastery-47f33d9f6b41
- Results for Standard Classification and Regression Machine Learning Datasets https://machinelearningmastery.com/results-for-standard-classification-and-regression-machine-learning-datasets/
- Whole Intuition Behind Machine Learning ?What Exactly It Is ? https://dev.to/deepansharora27/whole-intuition-behind-machine-learning-what-exactly-it-is-ep6
- The On-Device Machine Learning Behind Recorder https://ai.googleblog.com/2019/12/the-on-device-machine-learning-behind.html
- Quantum Neural Machine Learning: Theory and Experiments https://www.intechopen.com/books/artificial-intelligence-applications-in-medicine-and-biology/quantum-neural-machine-learning-theory-and-experiments
- Types of classification algorithms in Machine Learning Medium https://medium.com/@Mandysidana/machine-learning-types-of-classification-9497bd4f2e14
- How to build AutoML from scratch Medium https://medium.com/@alxmamaev/how-to-build-automl-from-scratch-ce45a4b51e0f
- Bias in Machine Learning: How Facial Recognition Models Show Signs of Racism, Sexism and Ageism Medium https://towardsdatascience.com/bias-in-machine-learning-how-facial-recognition-models-show-signs-of-racism-sexism-and-ageism-32549e2c972d
- Why Data Normalization is necessary for Machine Learning models Medium https://medium.com/@urvashilluniya/why-data-normalization-is-necessary-for-machine-learning-models-681b65a05029
- Finally, machine learning interprets gene regulation clearly https://m.phys.org/news/2019-12-machine-gene.html
- Everything you need to know about Neural Networks and Backpropagation Medium https://towardsdatascience.com/everything-you-need-to-know-about-neural-networks-and-backpropagation-machine-learning-made-easy-e5285bc2be3a
- Software Developers: You’re Learning Machine Learning Upside Down Medium https://towardsdatascience.com/software-developers-youre-learning-machine-learning-upside-down-3867dc140862
- The Machine Learning Behind Google’s New Recorder App https://analyticsindiamag.com/machine-learning-google-recorder-pixel-mobile-ai/
- PhD or programming? Fast paths into aligning AI as a machine learning engineer https://80000hours.org/podcast/episodes/olsson-and-ziegler-ml-engineering-and-safety/
- Machine Learning for Cybersecurity 101 Medium https://towardsdatascience.com/machine-learning-for-cybersecurity-101-7822b802790b
- How To Do Machine Learning on Arm Cortex-M Microcontrollers https://www.allaboutcircuits.com/industry-white-papers/how-to-do-machine-learning-on-arm-cortex-m-microcontrollers/?fbclid=IwAR1pQCP_t5oMdtaTObJ2lRKs78xgsRiJkjQytTVFaMpTlynm6DcM7OkqePw
- Papers with code https://paperswithcode.com/
- Machine Learning for OpenCV 4 - Second Edition https://www.packtpub.com/data/machine-learning-for-opencv-4-second-edition
- machine-learning-cheat-sheet machine-learning-cheat-sheet
- Machine Learning Mastery https://machinelearningmastery.com/blog/
- Likelihood Ratios for Out-of-Distribution Detection https://arxiv.org/abs/1906.02845
- Free Data Science & Machine Learning Resources https://www.claoudml.com/
- Collected books https://drive.google.com/drive/folders/1r5gv3sfqVYg64nKynPVjgevSUiYu_3O7
- Bishop Pattern Recognition and Machine Learning 2006 book
- ML books https://drive.google.com/drive/folders/1WurQpLinwQdtiJfclgS39sS5qVXAHJmK
- An introduction to quantum machine learning https://arxiv.org/pdf/1409.3097.pdf
- Machine Learning as a Decision Aid for Breast Cancer Diagnosis https://iarjset.com/papers/machine-learning-as-a-decision-aid-for-breast-cancer-diagnosis/
- Machine Learning For Dummies https://www.wiley.com/en-eg/Machine+Learning+For+Dummies-p-9781119245513
- The book to start you on Machine Learning Medium https://towardsdatascience.com/the-book-to-really-start-you-on-machine-learning-47632059fd0e
- Data Science and Machine Learning Posts 2019 file
- Hands-On Machine Learning with Scikit-Learn and TensorFlow https://www.oreilly.com/library/view/hands-on-machine-learning/9781491962282/
- Latest papers on machine learning https://arxiv.org/list/cs.LG/recent
- Monetizing Machine Learning http://www.allitebooks.in/monetizing-machine-learning/
- Humble Book Bundle: Python & Machine Learning by Packt https://www.humblebundle.com/books/python-machine-learning-packt-books [McGrawHill - Machine Learning - Tom Mitchell](books/McGrawHill-Machine-Learning-Tom Mitchell.pdf)
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- Introduction to Data Analytics by IIT Madras https://nptel.ac.in/courses/110/106/110106064/
- Machine Learning Crash Course Google Developers https://developers.google.com/machine-learning/crash-course
- Open Machine Learning Course mlcourse.ai https://mlcourse.ai/
- Machine Learning with Python https://cognitiveclass.ai/courses/machine-learning-with-python
- Machine Learning Coursera https://www.coursera.org/learn/machine-learning
- Intro to Machine Learning https://www.kaggle.com/learn/intro-to-machine-learning
- Intermediate Machine Learning https://www.kaggle.com/learn/intermediate-machine-learning
- Intel Machine Learning course https://software.intel.com/en-us/ai/courses/machine-learning
- Open Machine Learning Course Medium https://link.medium.com/FOJo11mbQX
- Applied Machine Learning Course https://www.appliedaicourse.com/
- Introduction to Machine Learning Course by Udacity https://www.udacity.com/course/intro-to-machine-learning--ud120
- Machine Learning A-Z (Python & R in Data Science Course) https://www.udemy.com/course/machinelearning/
- Machine Learning From Scratch https://github.com/eriklindernoren/ML-From-Scratch
- Intuitive Machine Learning for Engineers https://modeldepot.io/
- A practical approach to machine learning to enable everyone to learn, explore and build. https://github.com/practicalAI/practicalAI
- Out-of-Distribution Detection for Genomics Sequences https://github.com/google-research/google-research/tree/master/genomics_ood
- ProteinNet: a standardized data set for machine learning of protein structure https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-019-2932-0
- github repo https://github.com/aqlaboratory/proteinnet
- Teachable Machine https://teachablemachine.withgoogle.com/
- FOUNDATIONS OF MACHINE LEARNING https://bloomberg.github.io/foml/#about
- [D] A Super Harsh Guide to Machine Learning https://www.reddit.com/r/MachineLearning/comments/5z8110/d_a_super_harsh_guide_to_machine_learning/
- Neural Information Processing Systems https://slideslive.com/neurips/neurips-2019-west-exhibition-hall-c-b3-live
- Machine Learning Model Optimization Medium https://heartbeat.fritz.ai/machine-learning-model-optimization-9fbcfd9f6990
- multiple resources https://docs.google.com/spreadsheets/d/1dRvYLS43YQprim-EPGRjpCPWefk_y3-N9se6Y0v3mf8/edit#gid=0
- TPOT is a Python Automated Machine Learning tool https://epistasislab.github.io/tpot/
- Machine Learning Questions https://ztlevi.github.io/Gitbook_Machine_Learning_Questions/
- 100-Days-Of-ML-Code https://github.com/Avik-Jain/100-Days-Of-ML-Code
- Machine Learning for Everyone https://vas3k.com/blog/machine_learning/
- Top 40 Machine Learning Blogs & Websites To Follow in 2019 https://blog.feedspot.com/machine_learning_blogs/
- Normalization https://developers.google.com/machine-learning/data-prep/transform/normalization
- How to Learn Machine Learning https://elitedatascience.com/learn-machine-learning
- Generative adversarial network https://en.wikipedia.org/wiki/Generative_adversarial_network
- Generative Adversarial Networks Explained with a Classic Spongebob Squarepants Episode Medium https://medium.com/@awjuliani/generative-adversarial-networks-explained-with-a-classic-spongebob-squarepants-episode-54deab2fce39
- Machine Learning (44 Tuturials) https://lnkd.in/fsNmKmj
- ML simplified (Terminology) https://lnkd.in/fCihY9W
- Machine Learning for Problem Solving https://lnkd.in/f5aUbBM
- Machine learning edge devices: benchmark report https://tryolabs.com/blog/machine-learning-on-edge-devices-benchmark-report/
- Core ML Models https://developer.apple.com/machine-learning/models/
- Foundational Skills https://end-to-end-machine-learning.teachable.com/p/000-foundational-skills
- Machine Learning Repository https://archive.ics.uci.edu/ml/index.php
- Machine Learning - CS50 Podcast, Ep. 6 https://www.youtube.com/watch?v=mEdIQbOL8dY
- Machine Learning Playlist https://www.youtube.com/playlist?list=PLD0F06AA0D2E8FFBA
- Python Machine Learning & AI Mega Course - Learn 4 Different Areas of ML & AI 7+ hours https://www.youtube.com/watch?v=WFr2WgN9_xE&feature=youtu.be
- Lecture Collection | Machine Learning Playlist https://www.youtube.com/playlist?list=PLA89DCFA6ADACE599
- MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Playlist https://www.youtube.com/playlist?list=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k
- Machine Learning LIVE 1 - Learn Python, Numpy, OpenCV, Pandas & Grab Deep Learning T-Shirt 1 hour https://www.youtube.com/watch?v=irHVXFCOp_4&feature=youtu.be
- Machine Learning with Python Playlist https://www.youtube.com/playlist?list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v
- CS480/680 Intro to Machine Learning - Spring 2019 - University of Waterloo Playlist https://www.youtube.com/playlist?list=PLdAoL1zKcqTW-uzoSVBNEecKHsnug_M0k
- Large Scale Machine Learning https://www.youtube.com/watch?v=zqMnvgccibs
- Normalizing Inputs (C2W1L09) https://www.youtube.com/watch?v=FDCfw-YqWTE&feature=youtu.be
- Machine Learning Zero to Hero (Google I/O'19) https://www.youtube.com/watch?v=VwVg9jCtqaU
- Cross-Validation In Machine Learning | ML Fundamentals | Machine Learning Tutorial | Edureka https://www.youtube.com/watch?v=QupMZFeyETM&feature=youtu.be