AI and Machine Learning

A guide to understanding the required tools and also for tracking your self learning progression as you learn about AI & machine learning

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Python

Python

TensorFlow

TensorFlow

PyTorch

PyTorch

Keras

Keras

PySpark

PySpark

MATLAB

MATLAB

🚀 Modules to Learn

Generic
Python
R
MATLAB
Git
Java
External

Fundamentals

1
Data Structures & AlgorithmsYOUR PROGRESS - 0%
Software Development ProcessYOUR PROGRESS - 0%

Languages

2
PythonYOUR PROGRESS - 0%
RYOUR PROGRESS - 0%
MATLABYOUR PROGRESS - 0%
JavaYOUR PROGRESS - 0%

Version Control

3
GitYOUR PROGRESS - 0%

Subversion

Mercurial

Frameworks & Libraries

4

Experiment & Model Visualization

5

AWS Neptune

Comet

Web Frameworks

6

CI CD

7

Cloud ML Tools

8

AWS Machine Learning

Apache Mahout

Google Colab

Azure Machine Learning

Containers

9
KubernetesYOUR PROGRESS - 0%
DockerYOUR PROGRESS - 0%

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