Python Libraries Every Data Scientist Should Know

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[{"selector":"#anim-07a26697-7030-4280-8328-93db0e0a16ea [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(7.8337101513764065%, 0, 0) translate(25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-97a56ab0-b0c2-41cc-996f-754d8693ea00","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d3b53c59-6c67-413d-bcf3-c247ec54f560","keyframes":{"transform":["translate3d(0px, -585.94088%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] NumPy is a Python library that empowers data manipulation and analysis, serving as the cornerstone for other data science packages like Pandas and Matplotlib Learn basic to advanced Python concepts with the Python Cheatsheet! Click here

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[{"selector":"#anim-1413ec54-84e5-4e17-91d4-399a40801903 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(7.868525640762189%, 0, 0) translate(25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-55a6aa71-1a3f-4e52-9e6e-04b26b550b0c","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e44b5d03-c195-4ea0-918f-14adf644b2b4","keyframes":{"transform":["translate3d(0px, -500.1868%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Pandas is a swift, flexible, & user-friendly data analysis and manipulation tool. It's indispensable for data cleaning, modeling, and analysis, making it a must-know library. Learn basic to advanced Python concepts with the Python Cheatsheet! Click here

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[{"selector":"#anim-896b889b-7d49-42b0-ab27-d9c0b0ab5715 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(7.812499744007886%, 0, 0) translate(25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-e49e8736-15af-4899-8b3a-c26c88f7f01f","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-9d1d5604-be5c-4237-b885-493faabbbe2a","keyframes":{"transform":["translate3d(0px, -500.1868%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Learn basic to advanced Python concepts with the Python Cheatsheet! Matplotlib offers an array of functions for crafting static, animated, & interactive visualizations. In 2024, it remains pivotal for creating stunning charts, graphs, & data visualizations. Click here

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[{"selector":"#anim-c8f831d5-a9a8-44b4-aef9-120914a21e61 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(7.812499744007886%, 0, 0) translate(25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-1edfe4e1-817e-4206-abcc-7317b97cc9f6","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-615deb00-1ecf-488f-8edb-79ca781d51f6","keyframes":{"transform":["translate3d(0px, -500.1868%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Data scientists can't go without Scikit-learn. It provides a multitude of machine learning algorithms and tools, making it ideal for building classification and regression models. Learn basic to advanced Python concepts with the Python Cheatsheet! Click here

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[{"selector":"#anim-bbc08913-a21f-42cc-8533-5b91ec429e42 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(7.868525640762189%, 0, 0) translate(25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-4951636d-955a-4b8a-8ddb-9d2141a8ae25","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-cc330f71-bddf-457a-b09c-442227e6f5f4","keyframes":{"transform":["translate3d(0px, -500.1868%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] TensorFlow is a vital library for deep learning in 2024. It equips data scientists with the tools needed for tasks like image recognition and natural language processing. Learn basic to advanced Python concepts with the Python Cheatsheet! Click here

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[{"selector":"#anim-38b0c07d-e418-40ca-ab5e-cd11ebdba6c0 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(7.812499744007886%, 0, 0) translate(25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-ed12c279-fa22-4688-b16b-3a3a5c37eec3","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ec3e593e-5f6b-4a38-ac38-8f7c237cb43c","keyframes":{"transform":["translate3d(0px, -500.1868%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] PyTorch is another essential library for deep learning tasks, such as image recognition and NLP. It's a top choice for data scientists due to its flexibility and performance. Learn basic to advanced Python concepts with the Python Cheatsheet! Click here

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[{"selector":"#anim-c18c44ad-e07f-4f0a-9612-baf52db8b14d [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(7.868525640762189%, 0, 0) translate(25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-fcf86889-793e-4403-bf8a-67df33734e95","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e074daad-97ea-452e-b78c-80f0fd58e3ac","keyframes":{"transform":["translate3d(0px, -500.1868%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Keras, with its high-level API, simplifies building and training deep learning models. It's widely used for image recognition, NLP, and more, making it indispensable for data scientists. Learn basic to advanced Python concepts with the Python Cheatsheet! Click here

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[{"selector":"#anim-9ee80863-c1b1-46fe-8884-96d87d0b9059 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(7.868525640762189%, 0, 0) translate(25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-b916b317-d653-4a54-935c-0b8cf9fc280e","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-1f10e399-bcb9-4e88-8e48-3fa8e7f10b43","keyframes":{"transform":["translate3d(0px, -585.94088%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Theano offers a low-level API for deep learning model development. While it's a bit more specialized, it's still crucial for image recognition and NLP tasks in 2024. Learn basic to advanced Python concepts with the Python Cheatsheet! Click here

9

[{"selector":"#anim-e4cf149b-4888-4141-8d51-52167bf5889f [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(7.812499744007886%, 0, 0) translate(25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-b8849170-2457-4d90-8959-b9cd18ada8b4","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f30939ff-db83-4928-b9be-200e8bf4f954","keyframes":{"transform":["translate3d(0px, -500.1868%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] SciPy is your go-to library for scientific computing. It boasts functions for statistical analysis, signal processing, & image processing, making it indispensable for data scientists. Learn basic to advanced Python concepts with the Python Cheatsheet! Click here

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[{"selector":"#anim-000a1517-5c23-4265-b901-44a605a7e68c [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(7.865168283653322%, 0, 0) translate(25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-9bea6036-f42e-4f21-97da-3c0078774b31","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-17618fd0-2794-4336-b684-ffdf7af5d9a2","keyframes":{"transform":["translate3d(0px, -585.94088%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Seaborn, though not as famous as the others, is an essential library in 2024. It simplifies data visualization, especially for statistical plots and informative graphics. Learn basic to advanced Python concepts with the Python Cheatsheet! Click here

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[{"selector":"#anim-92310e87-1001-4711-852b-6124e649de08","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-7acd1907-c421-4775-b29f-4d5bf75910ee","keyframes":{"transform":["translate3d(0px, -280.01542%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-84644619-22d8-4e94-9fcb-ea14163437b1","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f86a698e-c799-41f8-b5fe-dc8d2fdd5fd9","keyframes":{"transform":["translate3d(0px, -498.30692%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Are you Ready to become a Python master? SWIPE UP

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[{"selector":"#anim-27e43e4c-ca3d-4b1d-b43f-76beceed7599","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-478367ce-7a5f-4e4a-ad79-8d931058c190","keyframes":{"transform":["translate3d(0px, -266.12656%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-fc98b4b7-5d33-42cb-8e0d-687b7dd4b8a5","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-cc7b1c6a-6a9c-4aaf-924d-5addb004c793","keyframes":{"transform":["translate3d(0px, -313.16427%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Ready to Elevate your Coding Skills? SWIPE UP

Python Libraries Every Data Scientist Should Know

10

1

NumPy

2

Pandas

3

Matplotlib

4

Data Science & Data Analytics

5

TensorFlow

6

PyTorch

7

Keras

8

Theano

9

SciPy

10

Seaborn

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