GitHub repo containing machine learning cheatsheet with code:
https://github.com/soulmachine/machine-learning-cheat-sheet

👉 @bigdataspecialist

PDF from previous repository.

Free ML crash course by Google
https://developers.google.com/machine-learning/crash-course/

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

One of the most comprehensive cheatsheets on Machine Learning and Data Science. It covers all the essential topics.

👩‍🎓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

Dannjs - Easy Deep Neural Networks for the Web
🔗 https://dannjs.org

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

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

How to choose a database-type and technology for your project:

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

Data Preparation in SQL, with Cheat Sheet!

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/

Photoshop detector AI called FALDetector aims to detect facial edits that warps the faces to make chin or jaw looks thinner, or the forehead smaller. However, it is not really accurate and consistent as it look at the individual pixels too much, as different resolution of the same person can result in different predictions with this AI model.

FALDetector:

Github:
https://github.com/peterwang512/FALdetector

Project page:
https://peterwang512.github.io/FALdetector/

Installation tutorial:
https://www.youtube.com/watch?v=fZSWAsjwQpE

Paper:
https://arxiv.org/pdf/1906.05856.pdf

Amazing Hackthon Solved Data Science/ML Project Collection

⭐️ 167

https://github.com/analyticsindiamagazine/MachineHack/tree/master/Hackathon_Solutions