machine-learning
This is a topic under computer-science.
Sub topics: statistical-learning, gpt3
We have 3 learning paths for this topic: Syllabus: Machine Learning for Managers, Dorai Thodla, The Open Source Data Science Masters
Analysis of Half-life Regression Model Made by Duolingo
papousek.github.ioNeural Network fundamentals. This post address fundamentals of… | by qwertpi | Data Driven Investor | Medium
medium.comMachine Learning is Fun! - Adam Geitgey - Medium
medium.combrain of mat kelcey
matpalm.comRegression Basics for Business Analysis
investopedia.comNeural Networks in Practise | Data Driven Investor
medium.comCognitive Machine Learning: Learning to Explain
blog.shakirm.comData Skeptic
dataskeptic.comMachine learning guide
itunes.apple.comTalking machines
overcast.fmWhy Machines Discriminate—and How to Fix Them
sciencefriday.comThe Talking Machines
thetalkingmachines.comNot So Standard Deviations
soundcloud.comPractical AI
changelog.comLinear Digressions
lineardigressions.comWildML
wildml.comFacebook Research
research.fb.comInFERENCe
inference.vcI Am Trask
iamtrask.github.ioAndrew Gambarella
atgambardella.github.ioConcept Search on Wikipedia
mccormickml.comAditya Prakash
iamaaditya.github.ioOff the Convex Path
offconvex.orgArg min
argmin.netThe Spectator
blog.shakirm.comStephan Hoyer
stephanhoyer.comIgor Babuschkin
babushk.inRyan Dahl
tinyclouds.orgApple ML Journal
machinelearning.apple.comDeep Dojo
deepdojo.comKDnuggets
kdnuggets.comGoogle Research
research.googleblog.comAndrej Karpathy
karpathy.github.ioFastML
fastml.comPeter Goldsborough
goldsborough.meThe Neural Perspective
theneuralperspective.comDeepMath
www3.math.tu-berlin.deClarifai
blog.clarifai.comI’m a Bandit
blogs.princeton.eduSander Dieleman
benanne.github.ioBradford Cross
bradfordcross.comTim Head
betatim.github.ioSilicon Valley AI Lab
svail.github.ioKaggle Blog
blog.kaggle.comMachine Think
machinethink.netSomatic
somatic.ioBrief History of Machine Learning
erogol.comLilian Weng
lilianweng.github.ioDistill
distill.pubDeepMind
deepmind.comSourabh Bajaj
sourabhbajaj.comStatistical Modelling, Causal Inference and Social Science
andrewgelman.comMax Welling
scientificpearlsofwisdom.blogspot.nlInverse Probability
inverseprobability.comTensorFlow
medium.comTriangle Inequality
triangleinequality.wordpress.comChristopher Olah
colah.github.ioOpenAI
blog.openai.comMLWave
mlwave.comUnintentionally Inconsiderate
rocknrollnerd.github.ioMachine Learning Theory
hunch.netStatistical Learning from a Regression Perspective
link.springer.comDeep Learning
goodreads.com
Feature Engineering and Selection: A Practical Approach for Predictive Models
feat.engineeringDeep learning
deeplearningbook.orgThe Elements of Statistical Learning
link.springer.comPattern Recognition and Machine Learning (Information Science and Statistics)
goodreads.com
Deep Larning with Python (2017)
goodreads.comInterpretable machine learning (2018)
christophm.github.ioIntroduction to artificial intelligence (2011)
goodreads.comArtificial intelligence a modern approach (1994)
goodreads.comTensorflow machine learning cookbook (2017)
packtpub.comThe Elements of Statistical Learning: Data Mining, Inference, and Prediction
goodreads.com
Hands-On Machine Learning with Scikit-Learn and TensorFlow (2017)
goodreads.comThe quest for artificial intelligence - a history of ideas and achievements (2009)
ai.stanford.eduAn Introduction to Statistical Learning
link.springer.comAn Introduction to Machine Learning
link.springer.comUnderstanding machine learning: from theory to algorithms (2014)
cs.huji.ac.ilMachine Learning with Go (2017)
packtpub.comSuperintelligence: paths, dangers, strategies (2014)
goodreads.comRecommender Systems
link.springer.comNeural Networks and Deep Learning (2015)
neuralnetworksanddeeplearning.comParadigms of artificial intelligence programming (1991)
norvig.comInterpretable Machine Learning (2018)
christophm.github.ioPattern Recognition and Machine Learning
microsoft.comMachine Learning in Medicine - a Complete Overview
link.springer.comMachine Learning Engineering book by Andriy Burkov
mlebook.comMachine learning (1997)
cs.cmu.eduThe Elements of Statistical Learning
web.stanford.eduIntroduction to Deep Learning
link.springer.comNeural Networks and Deep Learning
link.springer.comMachine learning: a probabilistic perspective (2012)
goodreads.comThe Nature of Code (2012)
natureofcode.comProject Planning and Machine Learning
coursera.orgQuantum Machine Learning
edx.orgIntroduction to Machine Learning for Coders!
course.fast.aiPrinciples of Machine Learning: Python Edition
edx.orgMachine Learning for Trading
udacity.comMathematics of Deep Learning, NYU, Spring (2018)
joanbruna.github.ioMachine Learning for Data Science and Analytics
edx.orgStanford CS229: Machine Learning | Autumn 2018
youtube.comPattern Recognition and Application
swayam.gov.inMachine Learning: Classification
coursera.orgNeural Networks for Machine Learning
coursera.orgAI for Everyone
coursera.orgProbabilistic Graphical Models 2: Inference
coursera.orgRecommendation Systems with TensorFlow on GCP
coursera.orgApplied Machine Learning
edx.orgIntroduction to Recommender Systems
coursera.orgOverview of Advanced Methods of Reinforcement Learning in Finance
coursera.orgReinforcement Learning in Finance
coursera.orgDeveloping Machine Learning Applications
aws.trainingIntroduction to Machine Learning (IITKGP)
swayam.gov.inIntro to Machine Learning
udacity.comFoundations of Data Science - YouTube
youtube.comFeature Engineering
coursera.orgPrediction and Control with Function Approximation
coursera.orgMachine Learning,ML
onlinecourses.nptel.ac.inPrinciples of Machine Learning: R Edition
edx.orgMachine Learning Interview Preparation
udacity.comApplying Machine Learning to your Data with GCP
coursera.orgLearning from Data (Introductory Machine Learning course)
work.caltech.eduMachine Learning for Musicians and Artists
kadenze.comApplied Machine Learning in Python
coursera.orgReinforcement Learning Explained
edx.orgMachine Learning Exam Basics
aws.trainingSequences, Time Series and Prediction
coursera.orgConvolutional Neural Networks
coursera.orgIntroduction to Machine Learning (IITKGP)
swayam.gov.inMathematics for Machine Learning: Multivariate Calculus
coursera.orgMachine learning in Python with scikit-learn
github.comMachine Learning with TensorFlow on Google Cloud Platform Specialization
coursera.orgNotes
github.comSample-based Learning Methods
coursera.orgMachine Learning: Recommender Systems & Dimensionality Reduction
coursera.orgHow Google does Machine Learning
coursera.orgMachine Learning
udacity.comMachine Learning with Python: from Linear Models to Deep Learning
edx.orgNeural Networks for Signal Processing - I
swayam.gov.inMachine Learning Using SAS Viya
coursera.orgMachine Learning: Unsupervised Learning
udacity.comIntroduction to Deep Learning (2018)
introtodeeplearning.comAdvanced Machine Learning with TensorFlow on Google Cloud Platform Specialization
coursera.orgMachine Learning for Business Professionals
coursera.orgProbabilistic Graphical Models 3: Learning
coursera.orgMathematics for Machine Learning: Linear Algebra
coursera.orgFundamentals of Reinforcement Learning
coursera.orgGuided Tour of Machine Learning in Finance
coursera.orgClassification Models
udacity.comProbabilistic Graphical Models 1: Representation
coursera.orgAdvanced Machine Learning and Signal Processing
coursera.orgLearning from data (2012)
work.caltech.eduMachine Learning: Regression
coursera.orgMachine Learning Foundations: A Case Study Approach
coursera.orgMachine Learning with Python
coursera.orgStructuring Machine Learning Projects
coursera.orgConvolutional Neural Networks in TensorFlow
coursera.orgExploring the Machine Learning Toolset
aws.trainingTensorflow for deep learning research (2017)
web.stanford.eduIntroduction to Recommender Systems: Non-Personalized and Content-Based
coursera.orgJava Programming: Build a Recommendation System
coursera.orgFoundations of Machine Learning
bloomberg.github.ioDemystifying AI/ML/DL
aws.trainingDeploying Machine Learning Models
coursera.orgPractical Predictive Analytics: Models and Methods
coursera.orgDistributed Machine Learning with Apache Spark
edx.orgMachine Learning Summer School 2020
mlss.tuebingen.mpg.deTime Series Forecasting
udacity.comEssential Math for Machine Learning: Python Edition
edx.orgPractical Machine Learning
coursera.orgMachine Learning for Engineering and Science Applications
swayam.gov.inBusiness Application of Machine Learning and Artificial Intelligence in Healthcare
coursera.orgAmazon’s Machine Learning University course (2018)
aws.amazon.comFoundations of Data Science: Prediction and Machine Learning
edx.orgPractical Deep Learning For Coders (2018)
course.fast.aiAdvanced Machine Learning
futurelearn.comReinforcement Learning
udacity.comMachine Learning: Clustering & Retrieval
coursera.orgEnterprise Machine Learning in a Nutshell
open.sap.comMachine Learning with Python: A Practical Introduction
edx.orgSegmentation and Clustering
udacity.comMachine Learning
edx.orgLearning From Data (Introductory Machine Learning)
edx.orgIntroduction to Machine Learning for Coders
course.fast.aiAddressing Large Hadron Collider Challenges by Machine Learning
coursera.orgStatistical Machine Learning
stat.cmu.eduMIT Deep Learning (2019)
github.comIntroduction to matrix methods (2015)
stanford.edumlcourse.ai
mlcourse.aiStatistical learning (2015)
lagunita.stanford.eduBayesian Methods for Machine Learning
coursera.orgCS125x: Advanced Distributed Machine Learning with Apache Spark
edx.orgDynamic Programming: Applications In Machine Learning and Genomics
edx.orgRecommender Systems Capstone
coursera.orgVisual Recognition & Understanding
coursera.orgServerless Machine Learning with Tensorflow on Google Cloud Platform
coursera.orgMachine Learning Crash Course with TensorFlow APIs
developers.google.comMachine Learning
coursera.orgIntroduction to Machine Learning
coursera.orgData Science and Machine Learning Capstone Project
edx.orgML Building Blocks: Services and Terminology
aws.trainingPrinciples of Machine Learning
edx.orgFundamentals of Machine Learning in Finance
coursera.orgMachine Learning With Big Data
coursera.orgMachine Learning
edx.orgLaunching into Machine Learning
coursera.orgMachine Learning for Data Analysis
coursera.orgBig Data Applications: Machine Learning at Scale
coursera.orgCore ML: Machine Learning for iOS
udacity.comIntroduction to Machine Learning
onlinecourses.nptel.ac.inMathematics for Machine Learning: PCA
coursera.orgNearest Neighbor Collaborative Filtering
coursera.orgMachine Learning Security
aws.trainingMachine learning for data science (2015)
cs.cornell.eduMachine Learning Fundamentals
edx.orgArt and Science of Machine Learning
coursera.orgEnd-to-End Machine Learning with TensorFlow on GCP
coursera.orgMachine Learning 1—Supervised Learning
udacity.comNeural Networks and Deep Learning
coursera.orgPractical Machine Learning on H2O
coursera.orgRecommender Systems: Evaluation and Metrics
coursera.orgPractical Machine Learning with Tensorflow
swayam.gov.inEssential Math for Machine Learning: R Edition
edx.orgFundamentals of Machine Learning
complexityexplorer.orgProduction Machine Learning Systems
coursera.orgArtificial intelligence for robotics
udacity.comMachine Learning Capstone: An Intelligent Application with Deep Learning
coursera.orgInfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
arxiv.orgA few useful things to know about machine learning
homes.cs.washington.eduMastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm (2017)
arxiv.orgDropout: a simple way to prevent neural networks from overfitting (2014)
cs.toronto.eduAutoAugment: Learning Augmentation Policies from Data (2018)
arxiv.orgNeural Machine Translation and Sequence-to-sequence Models: A Tutorial (2017)
arxiv.orgA trainable spaced repetition model for language learning
github.comDeep voice: real-time neural text-to-speech (2017)
arxiv.orgA Unifying Review of Linear Gaussian Models (1998)
mlg.eng.cam.ac.ukGaussian processes for big data
auai.orgAdversarial Patch
arxiv.orgThe high-interest credit card of technical debt
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