2022.10.14

Your participation in this project brought huge value to the community. Thank you for your contribution.

What's Changed

• Update README.MD by @Rogerh91 in #67
• Update README.md by @jaytaylopub in #70
• Update README.md by @jaytaylopub in #71
• Added one more university in Sweden by @SunnyBingoMe in #72
• Added one Facebook account and one awesome list by @ujjwalkarn in #75
• Add new Data sets: New Zealand Institute of Economic Research Data1850 by @thibaudcolas in #76
• Updated README.md by @jaytaylopub in #77
• add Data School to Bloggers section by @justmarkham in #78
• add Kevin Markham to Twitter section by @justmarkham in #79
• remove duplicate Google data set by @fredkelly in #80
• Update link Data Science Degree @ Berkeley #81 by @Devinsuit in #82
• Add "Neural Networks video series" by @jbenjos in #83
• Add "Awesome Data Science Ideas" list by @JosPolfliet in #85
• Added "Machine Learning for Software Engineers" by @ZuzooVn in #86
• Adding competition section. by @sara-02 in #73
• Add skale, high performance distributed data processing in NodeJS by @mvertes in #87
• NumPy and SciPy python libraries by @gokhanm in #88
• Add Hydrosphere Mist by @spushkarev in #89
• Update links by @Devinsuit in #90
• Add of LITS Dataset by @PatrickChrist in #91
• Added blogs for understanding Neural Networks ! by @sarthusarth in #93
• small correction with the line break by @danklotz in #92
• Remove dot by @techmexdev in #95
• Minor grammar correction by @techmexdev in #94
• Add Trello Board and Datatau News by @murat in #96
• Added Podcasts Section by @kofoide in #97
• Added Data Science Medium Topic by @murat in #98
• Add zeppelin to tools and remove some dots by @sravan-s in #99
• Enigma.io to Enigma by @indiakerle in #100
• Add a books section by @jwood803 in #101
• Update README.md with one MOOC and a bunch of books by @Charismatron in #102
• One more book to add :) by @Charismatron in #103
• Fixed some small Markdown issues by @sheilnaik in #104
• adding skikit-learn choosing estimator infographic by @lhayhurst in #105
• fixed bad link by @lhayhurst in #106
• Add Featuretools to tools by @kmax12 in #107
• Add Data Fallacies poster to the infographic section by @BRMatt in #109
• Typo fixes in readme by @ferhatelmas in #111
• Add Optimus into Toolboxes section by @FavioVazquez in #110
• Fixed link to "Sweden, Statistics" by @gostaj in #112
• Add Syracuse MS in Applied Data Science to COLLEGES by @justinclarkhome in #115
• Added curated data science resources by @qualityjacks in #116
• Add tutorial section by @vivekimsit in #117
• General Data Science Channel on YouTube: Introduction, NLP, and Practice by @tomer-ben-david in #118
• add college & fix broken link by @cmasch in #120
• Add MLonCode datasets and list by @vmarkovtsev in #121
• Fix broken link to Adversarial Learning by @Teoretic6 in #122
• Removed duplicate and suspended twitter accounts by @lethalbrains in #123
• Add Albumentations into Toolboxes section by @creafz in #124
• Added "Microsoft Research Open Data" datasets link by @Teoretic6 in #125
• Added Open Government Datasets Platform India link by @knightcube in #126
• Adding a book by @MaaniBeigy in #127
• Add DVC to the list of tools by @shcheklein in #128
• add collage by @andreaschandra in #129
• add visualization tools by @andreaschandra in #130
• remove wolframalpha from visualization by @andreaschandra in #132
• adding to your book list by @raer6 in #133
• added three tools to the "Toolboxes - Environment" by @kamil-kaczmarek in #134
• Correcting link to DataHack Platform by @faizankshaikh in #135
• Added two specialised ML awesome aggregators. by @benedekrozemberczki in #136
• Added Chris Albon's website as a Data Science Resource by @ethanchewy in #138
• Added good Microsoft Data Science program by @Polovinkin in #139
• Added Data Science at Scale with Python and Dask by @roziunicorn in #137
• Add Lambdo to Toolboxes by @asavinov in #141
• Added Math for Programmers by @roziunicorn in #142
• Added Feast (Feature Store) by @woop in #143
• Update Toolboxes - Environment section by @mmourafiq in #144
• Add Google Dataset Search (beta) by @Teoretic6 in #145
• Addition of popular Telegram channels by @Hiyorimi in #147
• Add PySpark Cheatsheet by @kevinschaich in #146
• Add newsletter section with AI Digest by @jakubgarfield in #148
• Gradient boosting, decision trees, fraud detection by @benedekrozemberczki in #149
• Add computer vision models list. by @gmalivenko in #150
• Added TensorWatch by @sytelus in #151
• Added MMA degree from Queen's by @stepthom in #152
• Fixed broken link and broken duplicate links. by @benedekrozemberczki in #153
• Update README.md by @harshbg in #154
• chore(readme): update colleges with Illinois Tech program by @vlandeiro in #155
• Added R in Action, Third Edition to Books by @von-latinski in #156
• Added "How to Become a Data Scientist" by @jaytaylopub in #157
• Add ML Workspace to Toolboxes by @lukasmasuch in #158
• Added Machine Learning, Data Science and Deep Learning with Python by @von-latinski in #159
• Fix Venn to Euler by @stereobooster in #160
• Add MOOC by @rasulkireev in #162
• Add MOOC by @rasulkireev in #161
• Added Data Science Bookcamp to Books by @von-latinski in #163
• add section free course by @lucassmacedo in #164
• Add subscribe to new links badge by @scopsy in #166
• Statistics and ML glossary by @tiagowutzke in #165
• Added links to LightTag and Annotation guide by @talolard in #167
• new books and modified (The Datascience Handbook) book name by @mostafatouny in #168
• Added Exploring Data with R to Books by @ipcenas in #169
• added Essential Natural Language Processing by @ipcenas in #170
• added Mining Massive Datasets book by @vojtech-filipec in #171
• Update README.md by @andrewnc in #172
• Add book, fighting churn with data by @carl24k in #173
• Update README.md by @HyamsG in #174
• • Added Awesome Monte Carlo Tree Search by @benedekrozemberczki in #175
• Added Karate Club an unsupervised machine learning extension library by @benedekrozemberczki in #176
• Adds Your Guide to Latent Dirichlet Allocation by @lettier in #177
• Add open-source Hopsworks platform by @jimdowling in #178
• Add Pandas in Action to book list by @paskhaver in #179
• Update README.md by @ZoranPandovski in #180
• Add Lightwood by @ZoranPandovski in #181
• add AWS Data Wrangler in toolboxes by @igorborgest in #182
• Fix Feast organization by @woop in #183
• Added some mooc's by @deadshotsb in #184
• Added Little Ball of Fur. by @benedekrozemberczki in #185
• Adds Classpert Data Science Page by @wyugue in #187
• Added Enron Email Dataset Link by @ruppysuppy in #189
• PyTorch Geometric Temporal by @benedekrozemberczki in #194
• Typo by @acharles7 in #192
• Add CML to Toolboxes- environment by @elleobrien in #193
• Update README.md by @0xpranjal in #196
• Addition of Evolutionary Algorithms #195 by @SourangshuGhosh in #197
• add Awesome Game Datasets by @leomaurodesenv in #200
• Adding info on Machine Learning from Scratch by @dafriedman97 in #202
• Update README.md by @deadshotsb in #203
• updated visualisation tools by @Hemshree in #204
• Added a new book: Become a Leader in DS by @jikechong in #205
• Create CODE_OF_CONDUCT.md by @hmert in #206
• Fixing some links by @spekulatius in #208
• [Exploring Data with R](https://www.manning.com/books/exploring-data-… by @fakturk in #211
• Update README.md by @gokulmanohar in #212
• Updated README.md by @amanraj20 in #214
• Update README.md by @bjungbogati in #213
• Update README.md by @Numericmind in #215
• Added AI Expert Roadmap by @JStumpp in #216
• Updated broken link for ggplot2 by @RaInta in #220
• Fix typo by @sonicdoe in #219
• Linear Algebra courses by G. Strang by @fakturk in #218
• Convex Optimization book and course added by @fakturk in #217
• WIP: V2 by @hmert in #209
• Added link to Dask by @RaInta in #222
• Added navigation link 'top' to major sections for easier navigation. by @aoot in #223
• added Build a Career in Data Science by @ipcenas in #224
• added Data Analysis with Python and PySpark by @ipcenas in #225
• Added tutorial and blogger link by @jinglescode in #226
• Added a free course by @cloudytechi in #227
• Add Data Mechanics to toolbox by @jystephan in #229
• Update README.md by @alexeygrigorev in #230
• Added Shapley by @benedekrozemberczki in #231
• Update README.md by @andrewnc in #234
• Add dagshub by @martintali in #233
• ibm asset dataset by @Dinesh101041 in #235
• Add entry in Youtube section by @jankrepl in #236
• Update README.md by @abhiphull in #238
• Add new podcasts by @traveldwindling in #239
• Update README.md by @manujosephv in #241
• Update README.md by @microprediction in #242
• Update Podcasts section by @traveldwindling in #243
• doc: fix typo mistake in README by @longqua69 in #245
• doc: add book by @longqua69 in #247
• Add Deepnote to toolboxes by @robertlacok in #248
• Adding an intensive program in data science by @mariabardon in #249
• Add Gradient Dissent and DataFramed podcasts by @traveldwindling in #250
• Updated Visualization Tools list by @sarthakkmishraa in #252
• add a book by @tuulos in #253
• Adding UBIAI Text Annotation Tool by @walidamamou in #254
• Added to COLLEGES U Mich MADS by @Apropos-Brandon in #255
• Added Awesome Explainable Graph Reasoning by @benedekrozemberczki in #256
• Adding new blogger by @ltetrel in #257
• Added new interview site link by @sukanya-pai in #259
• Added Data Analysis with Python and PySpark by @stjepanjurekovic in #261
• Add Valohai, MLOps ebook and MLOps community by @skogstrom in #260
• Change Neptune.ml to Neptune.ai by @PawNep in #262
• Added O'Reilly Streaming Systems book by @atg-abhishek in #264
• Update README.md by @AnirbanMukherjeeXD in #263
• Added O'Reilly Data Science at the Command Line book by @atg-abhishek in #265
• Added Chip Huyen's blog which covers ML Engineering by @atg-abhishek in #266
• Added the technical YouTube channel ML Street Talk by @atg-abhishek in #267
• Remove unused links for some twitter accounts by @Iqrar99 in #268
• Add 2 Free Machine Learning PDFs by @GusttavoDev in #269
• Add youtube channel for Neural networks by @krithikha2001 in #270
• Add Book by @MuhamadAzizi in #271
• Added description for NLTK by @RaInta in #272
• Added MOOC Recomendation Systems by @ayoub-berdeddouch in #274
• Added MOOC NLP SPECIALIZATION by @ayoub-berdeddouch in #275
• added MOOC MLOPs by @ayoub-berdeddouch in #276
• added Mooc DS: Statistics & ML by @ayoub-berdeddouch in #277
• Added Comics, and a book by @AnirbanMukherjeeXD in #278
• Added regression, a Friendly Guide by @stjepanjurekovic in #279
• added self organized map by @jaira-encio in #280
• added python for data science beginners guide by @jaira-encio in #281
• Added references to two books: statistical learning with R, PyTorch by @RaInta in #282
• Typo fix README.md by @fishmandev in #284
• Add AI Today and Data Engineering Show podcasts by @traveldwindling in #285
• Added Books -- Deep Learning Cookbook and Neural Networks and Deep Le… by @RaInta in #283
• Added hmmlearn, AI at Home and Intro to ML with Python by @RaInta in #286
• Added free book: Foundations of Computational Agents by @ManviGoel26 in #287
• Added Vizzu by @simzer in #288
• Adding a newsletter by @waniniraj in #289
• Update README.md by @99ansh in #291
• add o'reilly data show podcast by @afrizalhan in #292
• Update README.md by @aryan-mehta in #293
• AWS Rekognition by @fakturk in #294
• Update README.md by @fakturk in #295
• Amazon Lookout for Vision added to toolboxes by @fakturk in #296
• Amazon CodeGuru added to toolboxes by @fakturk in #297
• Add Let's Data Podcast on Podcasts pt_BR by @lucassmacedo in #299
• added free book: The Quest for Artificial Intelligence by @ManviGoel26 in #300
• Added Designing Cloud Data Platfroms by @stjepanjurekovic in #301
• Add Data36 Youtube Channel by @netwarex in #302
• Added Vaex to Toolboxes by @JadenLeake333 in #304
• Fixed Typo, change 'Pandas GU' to 'Pandas GUI' by @JadenLeake333 in #305
• Awesome Polypharmacy - DDI - Synergy Survey by @benedekrozemberczki in #307
• Added a channel and 6 new videos by @stjepanjurekovic in #308
• Remove https://www.datasciencegame.com from Competitions by @theodorosploumis in #309
• Added Graph Algorithms for Data Science by @stjepanjurekovic in #310
• Add Eindhoven University to the list of colleges by @mickeybeurskens in #311
• Add The Radical AI Podcast by @traveldwindling in #312
• Add ipychart by @nicohlr in #313
• Added RexMex and ChemicalX by @benedekrozemberczki in #314
• Add Netron by @lutzroeder in #315
• Add deepchecks to general purpose machine learning by @ItayGabbay in #316
• Added a video by Matthew Rudd by @stjepanjurekovic in #317
• Update redirected links and "Infographic" table error by @z00rat in #320
• Added Data Mesh in Action by @stjepanjurekovic in #321
• Add SocialGrep by @pavel-lexyr in #322
• Add Chaos Genius to Awesome Datascience by @suranah in #323
• Added Nimblebox to the Repository by @PranshulDobriyal in #324
• Add all AI news site by @patfoo in #318
• Add Towhee by @fzliu in #326
• Added Julia for Data Analysis by @stjepanjurekovic in #327
• Added Casual Inference for Data Science by @stjepanjurekovic in #328
• Add LineaPy to toolbox table by @yoonspark in #331
• chore: Add envd in environments section by @gaocegege in #330
• Fix spelling error by @Skylan0916 in #333
• Add 1000+ free online Data Science courses by @vlset in #332
• Update README.md by @kandikits in #334
• Added MLEM tool by @mertbozkir in #335
• Update README.md by @matthiasdroth in #340
• Update README.md by @AditiRastogi250701 in #339
• add tutorial update: mlzoomcamp by @DeleMike in #341
• Added Annotation Lab by @diatrambitas in #343
• Added the "How AI Built This" Podcast by @Sean12697 in #342
• Interpretable Machine Learning book by @RaInta in #344
• Update README.md by @fakturk in #346
• Added new data science college by @Juane99 in #349
• adding book to book list -> Data Science From Scratch by @Lorenzobattistela in #348
• Add Tidyverse link and info by @advy99 in #350
• Added introductory course to machine learning by @Alexmnzlms in #351
• Added a MOOC to learn data science from scratch by @sadafsaleem123 in #352
• Document Cleanup and Reformatting by @AcylSilane in #354

New Contributors

• @Rogerh91 made their first contribution in #67
• @jaytaylopub made their first contribution in #70
• @SunnyBingoMe made their first contribution in #72
• @ujjwalkarn made their first contribution in #75
• @thibaudcolas made their first contribution in #76
• @justmarkham made their first contribution in #78
• @fredkelly made their first contribution in #80
• @Devinsuit made their first contribution in #82
• @jbenjos made their first contribution in #83
• @JosPolfliet made their first contribution in #85
• @ZuzooVn made their first contribution in #86
• @sara-02 made their first contribution in #73
• @mvertes made their first contribution in #87
• @gokhanm made their first contribution in #88
• @spushkarev made their first contribution in #89
• @PatrickChrist made their first contribution in #91
• @sarthusarth made their first contribution in #93
• @danklotz made their first contribution in #92
• @techmexdev made their first contribution in #95
• @murat made their first contribution in #96
• @kofoide made their first contribution in #97
• @sravan-s made their first contribution in #99
• @indiakerle made their first contribution in #100
• @jwood803 made their first contribution in #101
• @Charismatron made their first contribution in #102
• @sheilnaik made their first contribution in #104
• @lhayhurst made their first contribution in #105
• @kmax12 made their first contribution in #107
• @BRMatt made their first contribution in #109
• @ferhatelmas made their first contribution in #111
• @FavioVazquez made their first contribution in #110
• @gostaj made their first contribution in #112
• @justinclarkhome made their first contribution in #115
• @qualityjacks made their first contribution in #116
• @vivekimsit made their first contribution in #117
• @tomer-ben-david made their first contribution in #118
• @cmasch made their first contribution in #120
• @vmarkovtsev made their first contribution in #121
• @Teoretic6 made their first contribution in #122
• @lethalbrains made their first contribution in #123
• @creafz made their first contribution in #124
• @knightcube made their first contribution in #126
• @MaaniBeigy made their first contribution in #127
• @shcheklein made their first contribution in #128
• @andreaschandra made their first contribution in #129
• @raer6 made their first contribution in #133
• @kamil-kaczmarek made their first contribution in #134
• @faizankshaikh made their first contribution in #135
• @benedekrozemberczki made their first contribution in #136
• @ethanchewy made their first contribution in #138
• @Polovinkin made their first contribution in #139
• @roziunicorn made their first contribution in #137
• @asavinov made their first contribution in #141
• @woop made their first contribution in #143
• @mmourafiq made their first contribution in #144
• @Hiyorimi made their first contribution in #147
• @kevinschaich made their first contribution in #146
• @jakubgarfield made their first contribution in #148
• @gmalivenko made their first contribution in #150
• @sytelus made their first contribution in #151
• @stepthom made their first contribution in #152
• @harshbg made their first contribution in #154
• @vlandeiro made their first contribution in #155
• @von-latinski made their first contribution in #156
• @lukasmasuch made their first contribution in #158
• @stereobooster made their first contribution in #160
• @rasulkireev made their first contribution in #162
• @lucassmacedo made their first contribution in #164
• @scopsy made their first contribution in #166
• @tiagowutzke made their first contribution in #165
• @talolard made their first contribution in #167
• @mostafatouny made their first contribution in #168
• @ipcenas made their first contribution in #169
• @vojtech-filipec made their first contribution in #171
• @andrewnc made their first contribution in #172
• @carl24k made their first contribution in #173
• @HyamsG made their first contribution in #174
• @lettier made their first contribution in #177
• @jimdowling made their first contribution in #178
• @paskhaver made their first contribution in #179
• @ZoranPandovski made their first contribution in #180
• @igorborgest made their first contribution in #182
• @deadshotsb made their first contribution in #184
• @wyugue made their first contribution in #187
• @ruppysuppy made their first contribution in #189
• @acharles7 made their first contribution in #192
• @elleobrien made their first contribution in #193
• @0xpranjal made their first contribution in #196
• @SourangshuGhosh made their first contribution in #197
• @leomaurodesenv made their first contribution in #200
• @dafriedman97 made their first contribution in #202
• @Hemshree made their first contribution in #204
• @jikechong made their first contribution in #205
• @hmert made their first contribution in #206
• @spekulatius made their first contribution in #208
• @fakturk made their first contribution in #211
• @gokulmanohar made their first contribution in #212
• @amanraj20 made their first contribution in #214
• @bjungbogati made their first contribution in #213
• @Numericmind made their first contribution in #215
• @JStumpp made their first contribution in #216
• @RaInta made their first contribution in #220
• @sonicdoe made their first contribution in #219
• @aoot made their first contribution in #223
• @jinglescode made their first contribution in #226
• @cloudytechi made their first contribution in #227
• @jystephan made their first contribution in #229
• @alexeygrigorev made their first contribution in #230
• @martintali made their first contribution in #233
• @Dinesh101041 made their first contribution in #235
• @jankrepl made their first contribution in #236
• @abhiphull made their first contribution in #238
• @traveldwindling made their first contribution in #239
• @manujosephv made their first contribution in #241
• @microprediction made their first contribution in #242
• @longqua69 made their first contribution in #245
• @robertlacok made their first contribution in #248
• @mariabardon made their first contribution in #249
• @sarthakkmishraa made their first contribution in #252
• @tuulos made their first contribution in #253
• @walidamamou made their first contribution in #254
• @Apropos-Brandon made their first contribution in #255
• @ltetrel made their first contribution in #257
• @sukanya-pai made their first contribution in #259
• @stjepanjurekovic made their first contribution in #261
• @skogstrom made their first contribution in #260
• @PawNep made their first contribution in #262
• @atg-abhishek made their first contribution in #264
• @AnirbanMukherjeeXD made their first contribution in #263
• @Iqrar99 made their first contribution in #268
• @GusttavoDev made their first contribution in #269
• @krithikha2001 made their first contribution in #270
• @MuhamadAzizi made their first contribution in #271
• @ayoub-berdeddouch made their first contribution in #274
• @jaira-encio made their first contribution in #280
• @fishmandev made their first contribution in #284
• @ManviGoel26 made their first contribution in #287
• @simzer made their first contribution in #288
• @waniniraj made their first contribution in #289
• @99ansh made their first contribution in #291
• @afrizalhan made their first contribution in #292
• @aryan-mehta made their first contribution in #293
• @netwarex made their first contribution in #302
• @JadenLeake333 made their first contribution in #304
• @theodorosploumis made their first contribution in #309
• @mickeybeurskens made their first contribution in #311
• @nicohlr made their first contribution in #313
• @lutzroeder made their first contribution in #315
• @ItayGabbay made their first contribution in #316
• @z00rat made their first contribution in #320
• @pavel-lexyr made their first contribution in #322
• @suranah made their first contribution in #323
• @PranshulDobriyal made their first contribution in #324
• @patfoo made their first contribution in #318
• @fzliu made their first contribution in #326
• @yoonspark made their first contribution in #331
• @gaocegege made their first contribution in #330
• @Skylan0916 made their first contribution in #333
• @vlset made their first contribution in #332
• @kandikits made their first contribution in #334
• @mertbozkir made their first contribution in #335
• @matthiasdroth made their first contribution in #340
• @AditiRastogi250701 made their first contribution in #339
• @DeleMike made their first contribution in #341
• @diatrambitas made their first contribution in #343
• @Sean12697 made their first contribution in #342
• @Juane99 made their first contribution in #349
• @Lorenzobattistela made their first contribution in #348
• @advy99 made their first contribution in #350
• @Alexmnzlms made their first contribution in #351
• @sadafsaleem123 made their first contribution in #352
• @AcylSilane made their first contribution in #354

Full Changelog: https://github.com/academic/awesome-datascience/commits/2022.10.14