Artificial Intelligence / Machine Learning : Videos

Posted by Manish Panchmatia on Tuesday, October 31, 2017 Labels: , , , , / Comments: (6)

1. Home AI Info

 https://www.youtube.com/channel/UCWOC-Lp9ZpwDKlp6RylVuOg/playlists
https://www.youtube.com/channel/UCWOC-Lp9ZpwDKlp6RylVuOg
http://homeai.info/videos/

 2. Intel Nervana

 https://www.youtube.com/channel/UChQAxUd_onSPjBejB_Awk7Q
https://www.youtube.com/channel/UChQAxUd_onSPjBejB_Awk7Q/videos
https://www.youtube.com/channel/UChQAxUd_onSPjBejB_Awk7Q/playlists

 3. sentdex

 3.1 ML with Python :
https://www.youtube.com/watch?v=OGxgnH8y2NM&list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v

 3.2 Image Recognition
https://www.youtube.com/watch?v=hbL_FTEZSyY&list=PLQVvvaa0QuDffXBfcH9ZJuvctJV3OtB8A

 3.3 ML for trading
https://www.youtube.com/watch?v=v_L9jR8P-54&list=PLQVvvaa0QuDe6ZBtkCNWNUbdaBo2vA4RO

 3.4 Creating a Chatbot with Deep Learning, Python, and TensorFlow
https://www.youtube.com/watch?v=dvOnYLDg8_Y&list=PLQVvvaa0QuDdc2k5dwtDTyT9aCja0on8j

 3.5 Unconventional Neural Networks
https://www.youtube.com/watch?v=a7Og0ImTg9Q&list=PLQVvvaa0QuDdfN3lrO0NDYxa1JwCYes-E

 3.6 Deep Learning in the Browser with TensorFlow.js
https://www.youtube.com/watch?v=Bc8UC_m7M_Y&list=PLQVvvaa0QuDcsopCRwbxxVZtJmHplV3uZ

 3.7 Deep Learning with Python, TensorFlow, and Keras tutorial
https://www.youtube.com/watch?v=wQ8BIBpya2k&list=PLQVvvaa0QuDfhTox0AjmQ6tvTgMBZBEXN
4. Fast AI online courses

 https://www.youtube.com/watch?v=Th_ckFbc6bI

 5. NLP
https://www.youtube.com/watch?v=OQQ-W_63UgQ&list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6


6. Stanford University lecture series on convolutional neural networks
https://www.youtube.com/watch?v=vT1JzLTH4G4&list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv

 7. Neural Networks series : https://www.youtube.com/watch?v=aircAruvnKk&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi

 8. Machine Learning & Deep Learning Fundamentals: https://www.youtube.com/watch?v=_N5kpSMDf4o&index=7&list=PLZbbT5o_s2xq7LwI2y8_QtvuXZedL6tQU

 8. Video Lectures

 All : http://videolectures.net
AI for Good Foundation : http://videolectures.net/ai4good/
Machine Learning: http://videolectures.net/Top/Computer_Science/Machine_Learning/
Artificial Intelligence : http://videolectures.net/Top/Computer_Science/Artificial_Intelligence/

 9. Intel AI DevCon 2018

 https://aidc.gallery.video/category/videos/all-videos

 10. NVIDIA Developer Connect

  https://drive.google.com/drive/folders/1-er_ORBUGr37dmM2owujO821_l1BmwC9?usp=sharing

 11. Amazon opens up its internal machine learning training to everyone: 

 https://www.engadget.com/2018/11/26/amazon-opens-internal-machine-learning-training/?yptr=yahoo
https://aws.amazon.com/training/learning-paths/machine-learning/

 12. Codebasic YouTube channel 

 12.1 Machine Learning Tutorial Python
https://www.youtube.com/watch?v=gmvvaobm7eQ&list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw

 13 Cristi Vlad YouTube channel

 13.1 Neural networks and Tensorflow
https://www.youtube.com/watch?v=HjCB_hpPhpI&list=PLonlF40eS6nxsfQMKdUdUDcmQg_TzSdS9

 13.2 Artificial Neural Networks with Python
https://www.youtube.com/watch?v=d1qVR_xbmn4&list=PLonlF40eS6nyYmALgj2sFMFMJF0nHwJ0M

 13.3 Machine Learning with Scikit-Learn
https://www.youtube.com/watch?v=mHEC8tB9ZCc&list=PLonlF40eS6nynU5ayxghbz2QpDsUAyCVF

 14. Manuel Amunategui YouTube channel
https://www.youtube.com/user/mamunate/videos

 15. deeplizard YouTube Channel

 15.1 Reinforcement Learning
https://www.youtube.com/watch?v=nyjbcRQ-uQ8&list=PLZbbT5o_s2xoWNVdDudn51XM8lOuZ_Njv

 15.2 Deep Learning with PyTorch
https://www.youtube.com/watch?v=v5cngxo4mIg&list=PLZbbT5o_s2xrfNyHZsM6ufI0iZENK9xgG

 15.3 TensorFlow.js Deep Learning with JavaScript
https://www.youtube.com/watch?v=HEQDRWMK6yY&list=PLZbbT5o_s2xr83l8w44N_g3pygvajLrJ-

 15.4 Machine Learning and Deep Learning Fundamentals
https://www.youtube.com/watch?v=gZmobeGL0Yg&list=PLZbbT5o_s2xq7LwI2y8_QtvuXZedL6tQU

 15.5 Keras
https://www.youtube.com/watch?v=RznKVRTFkBY&list=PLZbbT5o_s2xrwRnXk_yCPtnqqo4_u2YGL

 16 "Machine Learning with Phil" YouTube channel

 16.1 Deep Reinforcement Learning
https://www.youtube.com/watch?v=RfNxXlO6BiA&list=PL-9x0_FO_lgmP3TtVCD4X1U9oSalSuI1o

 16.2 Reinforcement Learning in OpenAI
https://www.youtube.com/watch?v=ZipAjLSNlQc&list=PL-9x0_FO_lglnlYextpvu39E7vWzHhtNO
16.3 CNN in Tensorflow
https://www.youtube.com/watch?v=iRH8DslFHT8&list=PL-9x0_FO_lgmVvwAGaCY9fWvrlr_flhqo

 16.4 How To Code A Neural Network From Scratch
https://www.youtube.com/watch?v=jmQwYVeCUVI&list=PL-9x0_FO_lglas4qwPt2n-hgY2Wd3xKqs

 17 "Tanner Gilbert" YouTube  channel

 17.1 Keras
https://www.youtube.com/watch?v=sPm-fNL95Us&list=PLoY9f-5DCBllMdKJtDewkggsARqGqadeX

 17.2 TensorFlow.JS
https://www.youtube.com/watch?v=fSNWOaGmXuo&list=PLoY9f-5DCBllVeNcdYH8Hkfe327yZlMlm

 17.3 RNN
https://www.youtube.com/watch?v=2GHcSDDZYGg&list=PLoY9f-5DCBllEFpW5foEWN3PJc_10PYT4

 17.4 sklearn
https://www.youtube.com/watch?v=Lfz1qheTXOE&list=PLoY9f-5DCBln7ZsL4n9tFgGS0BXz5gXXR

 17.5 CNN
https://www.youtube.com/watch?v=fMBu35M8Ppo&list=PLoY9f-5DCBllIdB11jtB9E_aK6etWEZxG

 18 Siraj Raval YouTube Channel

 18.1 TensorFlow
https://www.youtube.com/watch?v=2FmcHiLCwTU&list=PL2-dafEMk2A7EEME489DsI468AB0wQsMV

 and many more

Machine Learning online courses

Posted by Manish Panchmatia Labels: , , , , / Comments: (1)

1. Machine Learning
https://www.coursera.org/learn/machine-learning
https://www.youtube.com/playlist?list=PLLssT5z_DsK-h9vYZkQkYNWcItqhlRJLN

2. Deep Learning
https://www.coursera.org/specializations/deep-learning

3. Convolutional Neural Network : CS231N
http://cs231n.stanford.edu/
https://www.youtube.com/playlist?list=PLkt2uSq6rBVctENoVBg1TpCC7OQi31AlC
https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv
4. Neural Networks for Machine Learning by Geoffrey Hinton
https://www.coursera.org/learn/neural-networks
https://www.youtube.com/playlist?list=PLoRl3Ht4JOcdU872GhiYWf6jwrk_SNhz9
https://www.youtube.com/playlist?list=PLLssT5z_DsK_gyrQ_biidwvPYCRNGI3iv
http://www.cs.toronto.edu/~hinton/nntut.html
http://www.cs.toronto.edu/~hinton/
5. Deep Leaning for NLP : CS224d
http://cs224d.stanford.edu/
https://www.quora.com/Are-the-video-lectures-of-the-CS224d-Deep-Learning-for-Natural-Language-Processing-Stanford-course-available-online

6. Intro to Machine Learning
https://in.udacity.com/course/intro-to-machine-learning--ud120

7. Distributed Machine Learning with Apache Spark
https://www.edx.org/course/distributed-machine-learning-apache-uc-berkeleyx-cs120x

 8. http://www.fast.ai/ 
https://suriyadeepan.github.io/4ccon/#/10

 9. Deep Learning for Self-Driving Cars 
https://selfdrivingcars.mit.edu/

10. Applied AI course
https://www.appliedaicourse.com/course/applied-ai-course-online/

11. Intel AI Academy 
Deep Learning
https://software.intel.com/en-us/ai-academy/students/kits/deep-learning-501
Machine Learning
https://software.intel.com/en-us/ai-academy/students/kits/machine-learning-501