##Categories:
- Getting started with reading Deep Learning Research papers: The Why and the How Medium https://towardsdatascience.com/getting-started-with-reading-deep-learning-research-papers-the-why-and-the-how-dfd1ac15dbc0
- Interpreting Deep Learning Models for Computer Vision Medium https://medium.com/google-developer-experts/interpreting-deep-learning-models-for-computer-vision-f95683e23c1d
- Estimating Body Mass Index from Face Images Using Keras and Transfer Learning Medium https://medium.com/@leosimmons/estimating-body-mass-index-from-face-images-using-keras-and-transfer-learning-de25e1bc0212
- Segmentation of Roads in Aerial Images. https://towardsdatascience.com/road-segmentation-727fb41c51af
- MACH Algorithm — A Breakthrough in Distributed Deep Learning https://dzone.com/articles/mach-algorithm-a-breakthrough-in-distributed-deep
- Understanding of Convolutional Neural Network (CNN) — Deep Learning Medium https://link.medium.com/PUy0cE6Ux2
- Intuitively Understanding Convolutions for Deep Learning Medium https://towardsdatascience.com/intuitively-understanding-convolutions-for-deep-learning-1f6f42faee1
- Understanding SSD MultiBox — Real-Time Object Detection In Deep Learning Medium https://towardsdatascience.com/understanding-ssd-multibox-real-time-object-detection-in-deep-learning-495ef744fab
- Deep Learning breakthrough made by Rice University scientists https://arstechnica.com/gadgets/2019/12/mach-ai-training-linear-cost-exponential-gain/
- Deep Learning for Object Detection: A Comprehensive Review Medium https://towardsdatascience.com/deep-learning-for-object-detection-a-comprehensive-review-73930816d8d9
- A Simple Guide to Semantic Segmentation Medium https://medium.com/beyondminds/a-simple-guide-to-semantic-segmentation-effcf83e7e54
- Review: DeepMask (Instance Segmentation) Medium https://towardsdatascience.com/review-deepmask-instance-segmentation-30327a072339
- What’s the Difference Between Deep Learning Training and Inference? https://blogs.nvidia.com/blog/2016/08/22/difference-deep-learning-training-inference-ai/
- Top 5 Deep Learning Frameworks, their Applications, and Comparisons https://www.analyticsvidhya.com/blog/2019/03/deep-learning-frameworks-comparison/
- 10 Deep Learning Best Practices to Keep in Mind in 2020 https://nanonets.com/blog/10-best-practices-deep-learning/
- Meet DiffGrad: New Deep Learning Optimizer that solves Adam’s ‘overshoot’ issue Medium https://medium.com/@lessw/meet-diffgrad-new-deep-learning-optimizer-that-solves-adams-overshoot-issue-ec63e28e01b2
- A 'Brief' History of Neural Nets and Deep Learning http://www.andreykurenkov.com/writing/ai/a-brief-history-of-neural-nets-and-deep-learning/
- 2019 In-Review and Trends for 2020 – A Technical Overview of Machine Learning and Deep Learning! https://www.analyticsvidhya.com/blog/2019/12/2020-trends-machine-learning-deep-learning/
- Applied Deep Learning - Part 4: Convolutional Neural Networks Medium https://towardsdatascience.com/applied-deep-learning-part-4-convolutional-neural-networks-584bc134c1e2
- Paper notes in deep learning/machine learning and computer vision https://github.com/Hsuxu/Paper-Notes
- Deep Learning Tutorial [Deep Learning Tutorial](books/Deep Learning Tutorial.pdf)
- Deep Learning https://www.manning.com/books/grokking-deep-learning#toc
- Notebooks for learning deep learning https://github.com/lmoroney/dlaicourse
- Deep Learning (An MIT Press book) https://www.deeplearningbook.org/
- Building Chatbots with Python https://www.pdfdrive.com/building-chatbots-with-python-using-natural-language-processing-and-machine-learning-e176343000.html
- Dive into Deep Learning https://d2l.ai/
- Deep Learning For Dummies https://www.wiley.com/en-us/Deep+Learning+For+Dummies-p-9781119543046
- New Deep Learning Algorithms beyond Backpropagation IBM Developers UnConference 2018, Zurich https://www.researchgate.net/publication/322617800_New_Deep_Learning_Algorithms_beyond_Backpropagation_IBM_Developers_UnConference_2018_Zurich
- The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design file
- Deep Learning with PyTorch book
- Tutorials, assignments, and competitions for MIT Deep Learning related courses https://github.com/lexfridman/mit-deep-learning
- From the Data Center to the Edge –An Optimized Path using Intel® Architecture Course https://software.seek.intel.com/DataCenter_to_Edge_REG
- Making neural nets uncool again https://www.fast.ai/
- Intro to Deep Learning with PyTorch https://www.udacity.com/course/deep-learning-pytorch--ud188
- Intro to TensorFlow for Deep Learning https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187
- Introduction to TensorFlow Lite https://www.udacity.com/course/intro-to-tensorflow-lite--ud190
- Deep Learning Fundamentals https://cognitiveclass.ai/courses/introduction-deep-learning
- GANs from Scratch 1: A deep introduction. With code in PyTorch and TensorFlow Medium https://medium.com/ai-society/gans-from-scratch-1-a-deep-introduction-with-code-in-pytorch-and-tensorflow-cb03cdcdba0f
- Deep Learning course: lecture slides and lab notebooks https://m2dsupsdlclass.github.io/lectures-labs/
- Deep learning course in details https://nptel.ac.in/courses/106/106/106106184/
- Deep Learning Specialization by Coursera https://www.coursera.org/specializations/deep-learning
- Practical Deep Learning for Coders, v3 https://course.fast.ai/
- Introduction to Deep Learning with OpenCV https://www.linkedin.com/learning/introduction-to-deep-learning-with-opencv?trk=share_android_course_learning
- MIT Deep Learning https://deeplearning.mit.edu/
- Dive into Deep Learning with 15 free online courses https://www.freecodecamp.org/news/dive-into-deep-learning-with-these-23-online-courses-bf247d289cc0/
- Build your First Crowd Counting Model using Deep Learning & CSRTech https://www.analyticsvidhya.com/blog/2019/02/building-crowd-counting-model-python/
- Introduction to Deep Learning http://introtodeeplearning.com/#overview
- Deep Learning for coders http://course18.fast.ai/index.html
- Deep Learning and Computer Vision: From Basic Implementation to Efficient Methods Medium https://link.medium.com/r5PxHDkDM2
- NVIDIA DEEP LEARNING INSTITUTE https://www.nvidia.com/en-us/deep-learning-ai/education/
- Deep Learning - Cognitive Class https://cognitiveclass.ai/learn/deep-learning
- CS230 Deep Learning http://cs230.stanford.edu/
- Deep Learning Glossary by Nvidia Deep Learning Glossary by Nvidia
- Implementation of deep learning framework -- Unet, using Keras https://github.com/zhixuhao/unet
- DIY Deep Learning Projects Medium https://towardsdatascience.com/diy-deep-learning-projects-c2e0fac3274f
- Interview with Deep Learning Researcher and The GANfather: Dr. Ian Goodfellow https://hackernoon.com/interview-with-deep-learning-researcher-and-the-ganfather-dr-ian-goodfellow-cd300863ecff
- Not Enough Data? Deep Learning to the Rescue! https://arxiv.org/abs/1911.03118
- muliple resources https://docs.google.com/spreadsheets/d/1L2BIzBCOLQA8HxS-Q2ybmIxs9WvDK49nY2WkB6l-OZM/edit
- Key trends from NeurIPS 2019 https://huyenchip.com/2019/12/18/key-trends-neurips-2019.html
- A Comprehensive Hands-on Guide to Transfer Learning with Real-World Applications in Deep Learning Medium https://towardsdatascience.com/a-comprehensive-hands-on-guide-to-transfer-learning-with-real-world-applications-in-deep-learning-212bf3b2f27a
- Transfer learning from pre-trained models Medium https://towardsdatascience.com/transfer-learning-from-pre-trained-models-f2393f124751
- DeepAI Definitions https://deepai.org/definitions
- Notes from Coursera Deep Learning courses by Andrew Ng https://www.slideshare.net/TessFerrandez/notes-from-coursera-deep-learning-courses-by-andrew-ng
- Deep Learning for Vision Systems http://www.computervisionbook.com/?fbclid=IwAR3op1e43UGm-v79lDuuyBj7-4RZUeu0FsGnzhKfx8ctKzPa1ZjEeo3fj_c
- Understanding object detection in deep learning https://blogs.sas.com/content/subconsciousmusings/2018/11/19/understanding-object-detection-in-deep-learning/
- Deep Reinforcement Learning http://rail.eecs.berkeley.edu/deeprlcourse/?fbclid=IwAR1POtXDvgU1d8TGPwroaSaGLCuUvjnFaD_dgZ6g6xMryMSwy8DBHJ7eOmY
- Review of Deep Learning Algorithms for Image Semantic Segmentation Medium https://medium.com/@arthur_ouaknine/review-of-deep-learning-algorithms-for-image-semantic-segmentation-509a600f7b57
- Cerebras Wafer Scale Engine: Why we need big chips for Deep Learning https://www.cerebras.net/cerebras-wafer-scale-engine-why-we-need-big-chips-for-deep-learning/
- But what is a Neural Network? | Deep learning, chapter 1 https://www.youtube.com/watch?v=aircAruvnKk&t=2s
- Lesson 9: Deep Learning Part 2 2018 - Multi-object detection 2 hours https://www.youtube.com/watch?v=0frKXR-2PBY
- DEEP LEARNING WITH PYTORCH: A 60 MINUTE BLITZ https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html
- Deep learning and Raspberry Pi - Koichi Nakamura || Day One || Raspberry Fields 2018 https://www.youtube.com/watch?v=10RyDvTj4hc
- CS230: Deep Learning | Autumn 2018 Playlist https://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb
- Jeff Heaton Channel https://www.youtube.com/channel/UCR1-GEpyOPzT2AO4D_eifdw
- Machine Learning & Deep Learning Specialization with Python, Scikit-Learn and TensforFlow Playlist https://www.youtube.com/playlist?list=PLFhNzVKP1pVrNU8cTL_t-8YzPLF8i8PaS
- Heroes of Deep Learning: Andrew Ng interviews Geoffrey Hinton https://www.youtube.com/watch?v=-eyhCTvrEtE&feature=youtu.be
- Yoshua Bengio | From System 1 Deep Learning to System 2 Deep Learning | NeurIPS 2019 https://www.youtube.com/watch?v=FtUbMG3rlFs&feature=youtu.be
- Deep Learning Lectures Playlist https://www.youtube.com/playlist?list=PLrAXtmErZgOeiKm4sgNOknGvNjby9efdf