{"id":19184315,"url":"https://github.com/dr-saad-la/codelabs","last_synced_at":"2026-02-20T19:02:56.305Z","repository":{"id":247855112,"uuid":"826089299","full_name":"dr-saad-la/codelabs","owner":"dr-saad-la","description":"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. 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Each codelab provides step-by-step instructions, practical examples, and challenges to enhance your coding skills.\n\n\n## Data Science and Computing Versity\n\n[Data Science and Computing Versity Resources](https://dr-saad-la.github.io/)\n\n## Table of Content\n\n### Integrated Development Environment (IDEs)\n- [Visual Studio Code](#visual-studio-code)\n- [PyCharm](#pycharm)\n- [RStudio](#rstudio)\n- [IntelliJ IDEA](#intellij-idea)\n- [Jupyter Notebook](#jupyter-notebook)\n\n### Text Editors\n- [Vim](https://dr-saad-la.github.io/codelabs/codelabs/vim-essential-settings/#0)\n- [Sublime Text](#sublime-text)\n- [Text Mate](#text-mate)\n- [Emacs](#emacs)\n- [Notepad++](#notepad)\n\n## Programming Languages\n\n### Python\n- [Python Environment Setup](https://dr-saad-la.github.io/codelabs/codelabs/python-tutorial/#0)\n\n\n### R\n\n### Julia\n\n\n### Rust\n\n\n### C/C++\n\n\n### Java\n\n### Scala\n\n### Haskell\n\n### Bash\n\n## Data Science\n\n\n### Data Engineering\n\n#### Programming Based Tools\n\n1. [Apache Airflow](https://dr-saad-la.github.io/codelabs/codelabs/airflow-setup/#0)\n2. [Apache Spark](https://dr-saad-la.github.io/codelabs/codelabs/spark-setup/#0)\n3. [Google Cloud Dataflow](https://dr-saad-la.github.io/codelabs/codelabs/dataflow-setup/#0)\n4. [Informatica](https://dr-saad-la.github.io/codelabs/codelabs/informatica-setup/#0)\n5. [IBM DataStage](https://dr-saad-la.github.io/codelabs/codelabs/datastage-setup/#0)\n   \n#### Graphical User Interface Based Tools\n\n1. [KNIME](https://dr-saad-la.github.io/codelabs/codelabs/knime-setup/#0)\n2. [Apache NiFi](https://dr-saad-la.github.io/codelabs/codelabs/nifi-setup/#0)\n3. [Talend](https://dr-saad-la.github.io/codelabs/codelabs/talend-setup/#0)\n4. [Pentaho Data Integration (PDI)](https://dr-saad-la.github.io/codelabs/codelabs/pentaho-setup/#0)\n5. [Alteryx](https://dr-saad-la.github.io/codelabs/codelabs/alteryx-setup/#0)\n6. [Microsoft Azure Data Factory](https://dr-saad-la.github.io/codelabs/codelabs/azure-data-factory-setup/#0)\n7. [StreamSets Data Collector](https://dr-saad-la.github.io/codelabs/codelabs/streamsets-setup/#0)\n\n#### Hybrid Tools (Both GUI and Programming Interfaces)\n\n1. [Apache Flink](https://dr-saad-la.github.io/codelabs/codelabs/flink-setup/#0)\n2. [Apache Kafka](https://dr-saad-la.github.io/codelabs/codelabs/kafka-setup/#0)\n3. [Apache Beam](https://dr-saad-la.github.io/codelabs/codelabs/beam-setup/#0)\n4. [Talend](https://dr-saad-la.github.io/codelabs/codelabs/talend-setup/#0)\n\n## Data Manipulation\n## Data Exploration\n## Data Visualization\n## Statistical Analysis\n## Machine Learning\n### Machine Learning Frameworks\n### Hyperparameter Tuning ML Models\n### Automating Machine Learning Models\n## Deep Learning\n### Deep Learning Frameworks \n#### Tensorflow\n#### PyTorch\n#### FastAI \n\n---\n\n## Copyright\n\n![Creative Commons Logo](https://licensebuttons.net/l/by-nc/4.0/88x31.png)\n\n**© 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/).\n\n\nVisit the website: [dr-saad-la.github.io](https://dr-saad-la.github.io/)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdr-saad-la%2Fcodelabs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdr-saad-la%2Fcodelabs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdr-saad-la%2Fcodelabs/lists"}