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Machine Learning Academy - (in Arabic)
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Curriculum
Machine Learning Academy - (in Arabic)
Chapter 01
0/4
1- Introduction:What you should Know about AI
Video lesson
Trial
2- Hello Python
Video lesson
3- numpy
Video lesson
4- pandas
Video lesson
Chapter 02
0/3
1-Rule Based Approach Vs ML
Video lesson
2-ML key Components
Video lesson
3-AI vs ML vs DL
Video lesson
Chapter 03
0/5
1-Data Exploration introduction & Tools
Video lesson
2-Basic structure
Video lesson
3-Summary statistics
Video lesson
4-Data Format
Video lesson
5-Data Quality
Video lesson
Chapter 04
0/4
1- More about Data
Video lesson
2-Splitting and Sampling Data
Video lesson
3-Data Visualization
Video lesson
Test your knowledge
5 questions
Chapter 05
0/3
1- Linear Regression
Video lesson
2- Loss Function
Video lesson
3- colab about the chapter
Video lesson
Chapter 06
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1-K-mean
Video lesson
2-knn
Video lesson
3-Decision Tree & RANDOM FORESTS
Video lesson
4-Colab about the chapter
Video lesson
5-Gradient boosting
Video lesson
Chapter 07
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1-Classification & Evaluation Metrics
Video lesson
2- let's practice
Video lesson
3- Regularization
Video lesson
4-Neural Network
Video lesson
5-Training Neural Networks
Video lesson
Chapter 08
0/8
1- computer vision
Video lesson
2- CV techniques
Video lesson
3- Feature Engineering
Video lesson
4-Convolutional layer
Video lesson
5-Padding & Stride
Video lesson
6-More about Convolutional layer
Video lesson
7-pooling layer
Video lesson
Test your knowledge
4 questions
Chapter 09
0/3
1- Data Augmentation
Video lesson
2- Popular Architectures & Transfer Learning
Video lesson
3- Introduction to object detection
Video lesson
Chapter 10
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1- NLP Tokenization
Video lesson
2- Word Representation
Video lesson
3- Embedding
Video lesson
Chapter 11
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1-Sequential Data Processing
Video lesson
2-RNN
Video lesson
3-LSTM Networks
Video lesson
4-convolutional network
Video lesson
Chapter 12
0/5
1-Time series
Video lesson
2-Time series metrics
Video lesson
3-Preparing time series data for ML algorithms
Video lesson
4-Colab about the chapter
Video lesson
Test your knowledge
4 questions
Chapter 13
0/2
1-JAX Basics #1
Video lesson
2-JAX Basics #2
Video lesson
Chapter 14
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1-Jax Ecosystem 1
Video lesson
2-Jax Ecosystem 2
Video lesson
Chapter 15
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1- Jax with CV #2
Video lesson
2- Jax with CV #2
Video lesson
Chapter 16
0/3
1- Jax wih NLP #1
Video lesson
2- Jax wih NLP #2
Video lesson
Test your knowledge
4 questions
Video lesson
1- Introduction:What you should Know about AI
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