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https://github.com/labex-labs/practice-data-science-programming-courses

[Data Science Programming Courses] This repository collects 6 of programming courses for Data Science. Data Science learning path involves mastering core technologies such as Python programming, statistics, and foundational machine learning concepts. Then, you progress to exploring data processin...
https://github.com/labex-labs/practice-data-science-programming-courses

List: practice-data-science-programming-courses

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[Data Science Programming Courses] This repository collects 6 of programming courses for Data Science. Data Science learning path involves mastering core technologies such as Python programming, statistics, and foundational machine learning concepts. Then, you progress to exploring data processin...

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# Practice Data Science Programming Courses










Data Science learning path involves mastering core technologies such as Python programming, statistics, and foundational machine learning concepts. Then, you progress to exploring data processing and visualization tools like Pandas, NumPy, and Matplotlib. Next, you can delve into machine learning frameworks and libraries like Scikit-learn and TensorFlow, as well as knowledge in deep learning. Understanding data engineering aspects is also crucial, including skills in data cleaning, transformation, and storage technologies such as SQL and NoSQL databases. Continuous learning and hands-on practice through solving real-world problems and engaging in projects are essential for skill advancement.



|   Index | Name                                                                                    | Level   | Repo                                                                  | Course Link                                                       |

|---------|-----------------------------------------------------------------------------------------|---------|-----------------------------------------------------------------------|-------------------------------------------------------------------|

|       1 | [Quick Start with Python](https://labex.io/courses/quick-start-with-python)             | ★☆☆     | [🔗 Repo](https://github.com/labex-labs/quick-start-with-python)       | [🚀 Start](https://labex.io/courses/quick-start-with-python)       |

|       2 | [Quick Start with MySQL](https://labex.io/courses/quick-start-with-mysql)               | ★☆☆     | [🔗 Repo](https://github.com/labex-labs/quick-start-with-mysql)        | [🚀 Start](https://labex.io/courses/quick-start-with-mysql)        |

|       3 | [Quick Start with NumPy](https://labex.io/courses/quick-start-with-numpy)               | ★☆☆     | [🔗 Repo](https://github.com/labex-labs/quick-start-with-numpy)        | [🚀 Start](https://labex.io/courses/quick-start-with-numpy)        |

|       4 | [Quick Start with Pandas](https://labex.io/courses/quick-start-with-pandas)             | ★☆☆     | [🔗 Repo](https://github.com/labex-labs/quick-start-with-pandas)       | [🚀 Start](https://labex.io/courses/quick-start-with-pandas)       |

|       5 | [Quick Start with Matplotlib](https://labex.io/courses/quick-start-with-matplotlib)     | ★☆☆     | [🔗 Repo](https://github.com/labex-labs/quick-start-with-matplotlib)   | [🚀 Start](https://labex.io/courses/quick-start-with-matplotlib)   |

|       6 | [Quick Start with scikit-learn](https://labex.io/courses/quick-start-with-scikit-learn) | ★☆☆     | [🔗 Repo](https://github.com/labex-labs/quick-start-with-scikit-learn) | [🚀 Start](https://labex.io/courses/quick-start-with-scikit-learn) |



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