Popular Courses Offered by Google

Intro to Programming:

Lessons:

1. Arithmetic and Variables
2. Functions
3. Data Types
4. Conditions and Conditional Statements
5. Intro to Lists

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Python Free Course by Google :

Lessons:

1.   Hello Python
2.   Functions and Getting Help
3.    Booleans and Conditionals
4.     Lists
5.     Loops and List Comprehensions
6.     Strings and Dictionaries
7.     Working with External Laboratories

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Intro to Machine Learning Free course by Google :

Lessons

1.   How model works
2.    Data Basic Exploration
3.     Your first Machine Learning Model
4.     Model Validation
5.     Underfitting and Overfitting
6.      Random Forests
7.      Machine Learning Competitions

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Intermediate Free Machine Learning  Course By Google

Lessons

1.  Introduction
2.   Missing Values
3.    Categorical Value
4.    Pipelines
5.    Cross – Validation
6.    XGBoost
7.    Data Leakage

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Intro to Deep Learning Free Course by Google :

Lessons:

1.    A single Neuron
2. Deep Neutral Networks
3. Stochastic Gradient Descent
4. Overfitting ang Underfitting
5. Dropout and Batch Normalization
6. Binary Classification

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Computer Vision Free Course by Google :

Lessons:

1. The Convolutional Classifier
2. Convolution and ReLU
3. Maximum Pooling
4. The Sliding Window
5. Custom Convnets
6. Data Agmentation

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