CS50’s Introduction to Artificial Intelligence with Python
Free course by MIT
https://cs50.harvard.edu/ai/2020
Week 0 Search
Week 1 Knowledge
Week 2 Uncertainty
Week 3 Optimization
Week 4 Learning
Week 5 Neural Networks
Week 6 Language
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Free course by MIT
https://cs50.harvard.edu/ai/2020
Week 0 Search
Week 1 Knowledge
Week 2 Uncertainty
Week 3 Optimization
Week 4 Learning
Week 5 Neural Networks
Week 6 Language
👉 Join @bigdataspecialist for more
cs50.harvard.edu
CS50's Introduction to Artificial Intelligence with Python
This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects…
Hands on ML notebook series
Updated our ultimate post with a series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
GithubLink: https://bit.ly/3eiwAdH
Join @bigdataspecialist for more similar content.
Updated our ultimate post with a series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
GithubLink: https://bit.ly/3eiwAdH
Join @bigdataspecialist for more similar content.
GitHub
GitHub - ageron/handson-ml: ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead. - ageron/handson-ml
Core machine learning concepts explained through memes and simple charts. This 120-pages pdf document is created by Mihail Eric.
GitHub repo containing machine learning cheatsheet with code:
https://github.com/soulmachine/machine-learning-cheat-sheet
👉 @bigdataspecialist
https://github.com/soulmachine/machine-learning-cheat-sheet
👉 @bigdataspecialist
GitHub
GitHub - soulmachine/machine-learning-cheat-sheet: Classical equations and diagrams in machine learning
Classical equations and diagrams in machine learning - soulmachine/machine-learning-cheat-sheet
machine-learning-cheat-sheet.pdf
1.9 MB
PDF from previous repository.
Free ML crash course by Google
https://developers.google.com/machine-learning/crash-course/
https://developers.google.com/machine-learning/crash-course/
Google for Developers
Machine Learning | Google for Developers
Great GitHub repository containing many Google colabs with latest's Deep Learning Models
*Text-to-speach
*Speech recognition
*Object detection
*Pose detection
*Segmentation
*GANs
https://github.com/tugstugi/dl-colab-notebooks
*Text-to-speach
*Speech recognition
*Object detection
*Pose detection
*Segmentation
*GANs
https://github.com/tugstugi/dl-colab-notebooks
GitHub
GitHub - tugstugi/dl-colab-notebooks: Try out deep learning models online on Google Colab
Try out deep learning models online on Google Colab - tugstugi/dl-colab-notebooks
Forwarded from Artificial Intelligence
1621505896741.pdf
7.7 MB
One of the most comprehensive cheatsheets on Machine Learning and Data Science. It covers all the essential topics.
Forwarded from Data Science by ODS.ai 🦜
👩🎓Online lectures on Special Topics in AI: Deep Learning
Fresh free and open playlist on special topics in #DL from University of Wisconsin-Madison. Topics covering reliable deep learning, generalization, learning with less supervision, lifelong learning, deep generative models and more.
Overview Lecture: https://www.youtube.com/watch?v=6LSErxKe634&list=PLKvO2FVLnI9SYLe1umkXsOfIWmEez04Ii
YouTube Playlist: https://www.youtube.com/playlist?list=PLKvO2FVLnI9SYLe1umkXsOfIWmEez04Ii
Syllabus: http://pages.cs.wisc.edu/~sharonli/courses/cs839_fall2020/schedule.html
#wheretostart #lectures #YouTube
Fresh free and open playlist on special topics in #DL from University of Wisconsin-Madison. Topics covering reliable deep learning, generalization, learning with less supervision, lifelong learning, deep generative models and more.
Overview Lecture: https://www.youtube.com/watch?v=6LSErxKe634&list=PLKvO2FVLnI9SYLe1umkXsOfIWmEez04Ii
YouTube Playlist: https://www.youtube.com/playlist?list=PLKvO2FVLnI9SYLe1umkXsOfIWmEez04Ii
Syllabus: http://pages.cs.wisc.edu/~sharonli/courses/cs839_fall2020/schedule.html
#wheretostart #lectures #YouTube
YouTube
CS839 Special Topics in Deep Learning: Course Overview (Lecture 1)
Fully Connected Neural Networks with Keras
n this course, we'll build three different neural networks with Keras, using Tensorflow for the backend. Keras is a high level API for building neural networks, and makes it very easy to get started with only a few lines of code.
🔗 Neural Networks with Keras free course link
n this course, we'll build three different neural networks with Keras, using Tensorflow for the backend. Keras is a high level API for building neural networks, and makes it very easy to get started with only a few lines of code.
🔗 Neural Networks with Keras free course link
egghead
Course Introduction: Fully Connected Neural Networks with Keras
In this course, we'll build three different neural networks with Keras, using Tensorflow for the backend. Keras is a high level API for building neural networks, and makes it very easy to get started with only a few lines of code.
You don't need to know…
You don't need to know…
Forwarded from Cool GitHub repositories
Machine Learning University: Accelerated Natural Language Processing Class
1.6k stars 368 forks
https://github.com/aws-samples/aws-machine-learning-university-accelerated-nlp
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*This channel belongs to @bigdataspecialist group
1.6k stars 368 forks
https://github.com/aws-samples/aws-machine-learning-university-accelerated-nlp
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GitHub
GitHub - aws-samples/aws-machine-learning-university-accelerated-nlp: Machine Learning University: Accelerated Natural Language…
Machine Learning University: Accelerated Natural Language Processing Class - aws-samples/aws-machine-learning-university-accelerated-nlp
Forwarded from Cool GitHub repositories
Deep learning with Python:
⭐️ 12.9k
https://github.com/fchollet/deep-learning-with-python-notebooks
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*This channel belongs to @bigdataspecialist group
⭐️ 12.9k
https://github.com/fchollet/deep-learning-with-python-notebooks
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*This channel belongs to @bigdataspecialist group
GitHub
GitHub - fchollet/deep-learning-with-python-notebooks: Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Jupyter notebooks for the code samples of the book "Deep Learning with Python" - fchollet/deep-learning-with-python-notebooks
Gently down the stream
A gentle introduction to Apache Kafka
Written and illustrated by Mitch Seymor
Learn about Kafka in a way i am sure you haven't seen before 😊
https://www.gentlydownthe.stream/
A gentle introduction to Apache Kafka
Written and illustrated by Mitch Seymor
Learn about Kafka in a way i am sure you haven't seen before 😊
https://www.gentlydownthe.stream/