https://github.com/dr-saad-la/codelabs

This repository contains a collection of interactive tutorials and hands-on coding exercises designed to help you learn and master various programming concepts and technologies. Each codelab provides step-by-step instructions, practical examples, and challenges to enhance your coding skills.
https://github.com/dr-saad-la/codelabs

bigdata computing computingscience data-engineering data-science datascience programming tools

Last synced: 7 days ago
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This repository contains a collection of interactive tutorials and hands-on coding exercises designed to help you learn and master various programming concepts and technologies. Each codelab provides step-by-step instructions, practical examples, and challenges to enhance your coding skills.

• Host: GitHub
• URL: https://github.com/dr-saad-la/codelabs
• Owner: dr-saad-la
• License: mit
• Created: 2024-07-09T05:00:47.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2024-07-21T15:51:47.000Z (4 months ago)
• Last Synced: 2024-07-22T16:31:48.503Z (4 months ago)
• Topics: bigdata, computing, computingscience, data-engineering, data-science, datascience, programming, tools
• Language: HTML
• Homepage: https://dr-saad-la.github.io/codelabs/
• Size: 87.9 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Codelabs

This repository contains a collection of interactive tutorials and hands-on coding exercises designed to help you learn and master various programming concepts and technologies. Each codelab provides step-by-step instructions, practical examples, and challenges to enhance your coding skills.

## Data Science and Computing Versity

[Data Science and Computing Versity Resources](https://dr-saad-la.github.io/)

## Table of Content

### Integrated Development Environment (IDEs)

- [Visual Studio Code](#visual-studio-code)

- [PyCharm](#pycharm)

- [RStudio](#rstudio)

- [IntelliJ IDEA](#intellij-idea)

- [Jupyter Notebook](#jupyter-notebook)

### Text Editors

- [Vim](https://dr-saad-la.github.io/codelabs/codelabs/vim-essential-settings/#0)

- [Sublime Text](#sublime-text)

- [Text Mate](#text-mate)

- [Emacs](#emacs)

- [Notepad++](#notepad)

## Programming Languages

### Python

- [Python Environment Setup](https://dr-saad-la.github.io/codelabs/codelabs/python-tutorial/#0)

### R

### Julia

### Rust

### C/C++

### Java

### Scala

### Haskell

### Bash

## Data Science

### Data Engineering

#### Programming Based Tools

1. [Apache Airflow](https://dr-saad-la.github.io/codelabs/codelabs/airflow-setup/#0)

2. [Apache Spark](https://dr-saad-la.github.io/codelabs/codelabs/spark-setup/#0)

3. [Google Cloud Dataflow](https://dr-saad-la.github.io/codelabs/codelabs/dataflow-setup/#0)

4. [Informatica](https://dr-saad-la.github.io/codelabs/codelabs/informatica-setup/#0)

5. [IBM DataStage](https://dr-saad-la.github.io/codelabs/codelabs/datastage-setup/#0)

   

#### Graphical User Interface Based Tools

1. [KNIME](https://dr-saad-la.github.io/codelabs/codelabs/knime-setup/#0)

2. [Apache NiFi](https://dr-saad-la.github.io/codelabs/codelabs/nifi-setup/#0)

3. [Talend](https://dr-saad-la.github.io/codelabs/codelabs/talend-setup/#0)

4. [Pentaho Data Integration (PDI)](https://dr-saad-la.github.io/codelabs/codelabs/pentaho-setup/#0)

5. [Alteryx](https://dr-saad-la.github.io/codelabs/codelabs/alteryx-setup/#0)

6. [Microsoft Azure Data Factory](https://dr-saad-la.github.io/codelabs/codelabs/azure-data-factory-setup/#0)

7. [StreamSets Data Collector](https://dr-saad-la.github.io/codelabs/codelabs/streamsets-setup/#0)

#### Hybrid Tools (Both GUI and Programming Interfaces)

1. [Apache Flink](https://dr-saad-la.github.io/codelabs/codelabs/flink-setup/#0)

2. [Apache Kafka](https://dr-saad-la.github.io/codelabs/codelabs/kafka-setup/#0)

3. [Apache Beam](https://dr-saad-la.github.io/codelabs/codelabs/beam-setup/#0)

4. [Talend](https://dr-saad-la.github.io/codelabs/codelabs/talend-setup/#0)

## Data Manipulation

## Data Exploration

## Data Visualization

## Statistical Analysis

## Machine Learning

### Machine Learning Frameworks

### Hyperparameter Tuning ML Models

### Automating Machine Learning Models

## Deep Learning

### Deep Learning Frameworks 

#### Tensorflow

#### PyTorch

#### FastAI 

---

## Copyright

![Creative Commons Logo](https://licensebuttons.net/l/by-nc/4.0/88x31.png)

**© 2024 Saad Laouadi.** This work is licensed under a [Creative Commons Attribution-NonCommercial 4.0 Generic (CC BY-NC 4.0) Licence](https://creativecommons.org/licenses/by-nc/4.0/).

Visit the website: [dr-saad-la.github.io](https://dr-saad-la.github.io/)