imteekay/science-and-machine-learning-research: Science & ML Research

ML Research Table of Contents Mathematics General Math How to learn mathematics Linear Algebra Matrix Algebra Statistics Calculus Optimization Machine Learning Learning Roadmap Data Science Fundamentals Machine Learning Deep Learning Generative AI Books Podcasts Communities Online Courses Q&A: how to start learning Machine Learning Data Science Journey ML/AI & Healthcare Papers & Dissertations Science Fundamentals Science Cancer Genetics Computational Biology Precision Health Meta Central Resources Science: Q&A Careers Mathematics General Math Data Science Math Skills Mathematics of Big Data and Machine Learning How to learn mathematics How to study math — Jo Boaler How To Self-Study Math How to learn physics & math Best Way to Learn Math How to learn math — Jordan Ellenberg Learn Mathematics from START to FINISH How to Learn Math Why Learn Discrete Math? Linear Algebra Linear Algebra at MIT Khan Academy Probability Linear algebra cheat sheet for deep learning [Course] Essence of linear algebra [Course] Linear Algebra Crash Course Linear Algebra Tutorial Matrix Algebra Statistics Khan Academy Probability Khan Academy Statistics and probability Inferential Statistics Introduction to Statistics Calculus [Course] Essence of calculus Khan Academy Multivariable Calculus Khan Academy Differential Calculus Optimization Convex Optimization Machine Learning Learning Roadmap Machine Learning Roadmap 2022 How to learn AI and ML Recommendations by Ilya Sutskever Data Science Fundamentals Fundamental Python Data Science Libraries: Numpy Fundamental Python Data Science Libraries: Pandas Fundamental Python Data Science Libraries: Matplotlib Fundamental Python Data Science Libraries: Scikit-Learn Data Engineering Roadmap Machine Learning Introduction to Machine Learning Course Learning Math for Machine Learning Machine Learning at CMU Bishop Keynotes on ML Machine Learning Guides by Google Machine Learning Crash Course by Google Facebook Field Guide to Machine Learning Um pequeno guia para Data Science / Machine Learning Machine Learning for All Reinforcement Learning Machine Learning Crash Course with TensorFlow APIs Advanced Machine Learning Interpretable Machine Learning Deep Learning Deep Learning Book fast.ai vs. deeplearning.ai Deep Learning with Python Dive into Deep Learning Intro to Deep Learning Intro to Deep Learning with PyTorch Deep Learning Research and the Future of AI [Paper] Sequence to Sequence Learning with Neural Networks Demystifying deep reinforcement learning A Review of: Human-Level Control through deep Reinforcement Learning [Paper] Mastering the game of Go without human knowledge AlphaGo Zero: Starting from scratch Neural Networks The Principles of Deep Learning Theory Generative AI Intuitions on Language Models & Shaping the Future of AI from the History of Transformer Artificial Intelligence AI Fundamentals Artificial Intelligence Books The Elements of Statistical Learning Pattern Recognition and Machine Learning Python Machine Learning Python Data Science Handbook Think Stats: Exploratory Data Analysis in Python Podcasts Data Science, Past, Present and Future with Hilary Mason Communities Machine Learning Reddit NLP Reddit Statistics Reddit Data Science Reddit Machine Learning Quora Topic Statistics Quora Topic Data Science Quora Topic Lee Lab of AI for bioMedical Sciences Lab of big data and predictive analysis in healthcare Jean Fan lab Pranav Rajpurkar The AI Health Podcast Online Courses Preprocessing for Machine Learning in Python Computer Science for Artificial Intelligence Machine Learning courses Machine Learning Crash Course with TensorFlow APIs Machine Learning Stanford Course Machine Learning with Python Math for Machine Learning with Python Machine Learning with Python: from Linear Models to Deep Learning Questions and Answers Andrew Ng's answer on "How should you start a career in Machine Learning?" How do I learn mathematics for machine learning? How do I learn machine learning? Data Science Journey How to land a Data Scientist job at your dream company — My journey to Airbnb How to build a data science project from scratch Healthcare [Course] Machine Learning for Healthcare AI in Healthcare @ Google Brain Healthcare’s AI Future: A Conversation with Fei-Fei Li & Andrew Ng AI and the Future of Health Aplicações de Deep Learning a Genética Daphne Koller: Biomedicine and Machine Learning Data and resource needs for machine learning in genomics Machine Learning para Predições em Saúde Inteligência Artificial em Saúde [Course] Collaborative Data Science for Healthcare [Course] Data Analytics and Visualization in Health Care [Course] Introduction to Applied Biostatistics: Statistics for Medical Research [Course] Introduction to Genomic Data Science [Paper] Capabilities of Gemini Models in Medicine Journal Club Debate: Capacidades dos modelos Gemini na medicina [Paper] Deep learning methods for drug response prediction in cancer: Predominant and emerging trends [Paper] Machine Learning Prediction of Cancer Cell Sensitivity to Drugs Based on Genomic and Chemical Properties [Paper] Artificial intelligence in healthcare: past, present and future [Paper] Deep Learning for Drug Discovery and Cancer Research: Automated Analysis of Vascularization Images [Paper] Deep learning in drug discovery: an integrative review and future challenges DeepMind AlphaFold 3 Multimodal Generative AI: the Next Frontier in Precision Health Artificial Intelligence in Healthcare: Past, Present and Future [Paper] The myth of generalisability in clinical research and machine learning in health care [Paper] Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography [Paper] Capabilities of Gemini Models in Medicine AlphaFold3: A foundation model for biology [Paper] Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine Papers & Dissertations Causal Inference for Computational Biology Science Fundamentals AP Biology AP Chemistry Intro to Biology Intro to Chemistry Organic Chemistry Introductory Biology Science AI Case Studies for Natural Science Research How AI Is Unlocking the Secrets of Nature and the Universe Cancer Introduction to the Biology of Cancer Understanding Prostate Cancer Understanding Cancer Metastasis Ask a Researcher: Working in a Cancer Research Lab What Causes Cancer? What is Cancer? How is Cancer Diagnosed? Cancer: Winning the War The Emperor of All Maladies: A Biography of Cancer Regina Barzilay: Deep Learning for Cancer Diagnosis and Treatment Tumour heterogeneity and resistance to cancer therapies Porque mesmo com a ciência avançando tanto, ainda não temos uma cura para o câncer? Genetics Cell Biology: Transport and Signaling Introduction to Genomic Technologies Classical papers in molecular genetics Genetics: The Fundamentals [Course] Genetics: The Fundamentals [Course] Genetics: Analysis and Applications [Course] Genomic Medicine Gets Personal Computational Biology Foundations of Computational and Systems Biology Bioinformatics Understanding life via computational bioinformatics Precision Health Defining precision health: a scoping review protocol Meta Fei-Fei Li & Demis Hassabis: Using AI to Accelerate Scientific Discovery Science is the great giver The Age of AI has begun Writing in the Sciences How to read and understand a scientific paper: a guide for non-scientists Demis Hassabis, AI to Accelerate Scientific Discovery Demis Hassabis, AI for Science Central Resources Armando Hasudungan John Gilmore M.D. Dr. Najeeb Lectures MedCram - Medical Lectures Explained CLEARLY nabil ebraheim Strong Medicine Cancer Research Demystified Cancer.Net Books on Computational Molecular Biology Obenauf Lab Science: Q&A As a computer science graduate student, I am motivated to do cancer research. How significantly can computer scientists contribute to cancer research? Where are such research institutes where I can pursue a PhD? How can I contribute to cancer research as a computer engineering student if I have basic knowledge in artificial Intelligence? What kind of knowledge gaps in molecular biology make cancer a big problem for researchers? Careers ML Researcher at Borealis AI License MIT © TK

science-and-machine-learning-research science-and-machine-learning-research copied to clipboard

Metadata

ML Research

Table of Contents

Mathematics

General Math

How to learn mathematics

Linear Algebra

Matrix Algebra

Statistics

Calculus

Optimization

Machine Learning

Learning Roadmap

Data Science Fundamentals

Machine Learning

Advanced Machine Learning

Deep Learning

Generative AI

Artificial Intelligence

Books

Podcasts

Communities

Online Courses

Questions and Answers

Data Science Journey

Healthcare

Papers & Dissertations

Science

Fundamentals

Science

Cancer

Genetics

Computational Biology

Precision Health

Meta

Central Resources

Science: Q&A

Careers

License

← Metadata

Owner

Metadata

science-and-machine-learning-research
science-and-machine-learning-research copied to clipboard