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Python Data Analytics - From Notebooks to Production --> [ DevCourseWeb ]

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English

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139.26 MB

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d6c445d4bd9e7f7c12653a86d1b09dbab944dfe5

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09-09-2024 17:26

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File	Size
Get Bonus Downloads Here.url	182.00 B
~Get Your Files Here !/01 - Introduction/01 - Notebooks to production.mp4	2.65 MB
~Get Your Files Here !/01 - Introduction/01 - Notebooks to production.srt	1.44 kB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4	1.47 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt	995.00 B
~Get Your Files Here !/01 - Introduction/03 - Using GitHub Codespaces.mp4	1.93 MB
~Get Your Files Here !/01 - Introduction/03 - Using GitHub Codespaces.srt	1.44 kB
~Get Your Files Here !/02 - 1. Notebooks to Production/01 - Understanding production.mp4	5.12 MB
~Get Your Files Here !/02 - 1. Notebooks to Production/01 - Understanding production.srt	4.01 kB
~Get Your Files Here !/02 - 1. Notebooks to Production/02 - Where notebooks excel.mp4	3.12 MB
~Get Your Files Here !/02 - 1. Notebooks to Production/02 - Where notebooks excel.srt	1.92 kB
~Get Your Files Here !/02 - 1. Notebooks to Production/03 - Where notebooks come short.mp4	4.57 MB
~Get Your Files Here !/02 - 1. Notebooks to Production/03 - Where notebooks come short.srt	2.90 kB
~Get Your Files Here !/03 - 2. Organizing Your Code/01 - Why you should organize your code.mp4	2.41 MB
~Get Your Files Here !/03 - 2. Organizing Your Code/01 - Why you should organize your code.srt	1.89 kB
~Get Your Files Here !/03 - 2. Organizing Your Code/02 - Module API.mp4	12.39 MB
~Get Your Files Here !/03 - 2. Organizing Your Code/02 - Module API.srt	8.36 kB
~Get Your Files Here !/03 - 2. Organizing Your Code/03 - Sub modules.mp4	2.91 MB
~Get Your Files Here !/03 - 2. Organizing Your Code/03 - Sub modules.srt	2.09 kB
~Get Your Files Here !/03 - 2. Organizing Your Code/04 - Main.mp4	3.65 MB
~Get Your Files Here !/03 - 2. Organizing Your Code/04 - Main.srt	2.65 kB
~Get Your Files Here !/03 - 2. Organizing Your Code/05 - Challenge Convert logs notebook.mp4	1.25 MB
~Get Your Files Here !/03 - 2. Organizing Your Code/05 - Challenge Convert logs notebook.srt	737.00 B
~Get Your Files Here !/03 - 2. Organizing Your Code/06 - Solution Convert logs notebook.mp4	2.22 MB
~Get Your Files Here !/03 - 2. Organizing Your Code/06 - Solution Convert logs notebook.srt	1.45 kB
~Get Your Files Here !/04 - 3. Testing Your Code/01 - Why testing is important.mp4	4.81 MB
~Get Your Files Here !/04 - 3. Testing Your Code/01 - Why testing is important.srt	3.57 kB
~Get Your Files Here !/04 - 3. Testing Your Code/02 - Running notebooks.mp4	6.97 MB
~Get Your Files Here !/04 - 3. Testing Your Code/02 - Running notebooks.srt	5.00 kB
~Get Your Files Here !/04 - 3. Testing Your Code/03 - Parametrized tests.mp4	3.71 MB
~Get Your Files Here !/04 - 3. Testing Your Code/03 - Parametrized tests.srt	2.58 kB
~Get Your Files Here !/04 - 3. Testing Your Code/04 - Test fixtures.mp4	5.22 MB
~Get Your Files Here !/04 - 3. Testing Your Code/04 - Test fixtures.srt	4.20 kB
~Get Your Files Here !/04 - 3. Testing Your Code/05 - Continuous integration.mp4	4.50 MB
~Get Your Files Here !/04 - 3. Testing Your Code/05 - Continuous integration.srt	3.67 kB
~Get Your Files Here !/04 - 3. Testing Your Code/06 - Challenge Test tags.mp4	2.09 MB
~Get Your Files Here !/04 - 3. Testing Your Code/06 - Challenge Test tags.srt	1.64 kB
~Get Your Files Here !/04 - 3. Testing Your Code/07 - Solution Test tags.mp4	3.53 MB
~Get Your Files Here !/04 - 3. Testing Your Code/07 - Solution Test tags.srt	2.05 kB
~Get Your Files Here !/05 - 4. Dependency Management/01 - The problems with dependencies.mp4	7.09 MB
~Get Your Files Here !/05 - 4. Dependency Management/01 - The problems with dependencies.srt	5.46 kB
~Get Your Files Here !/05 - 4. Dependency Management/02 - Specifying and installing dependencies.mp4	6.74 MB
~Get Your Files Here !/05 - 4. Dependency Management/02 - Specifying and installing dependencies.srt	5.48 kB
~Get Your Files Here !/05 - 4. Dependency Management/03 - Separating test dependencies.mp4	4.11 MB
~Get Your Files Here !/05 - 4. Dependency Management/03 - Separating test dependencies.srt	3.00 kB
~Get Your Files Here !/05 - 4. Dependency Management/04 - Distributing your package.mp4	10.51 MB
~Get Your Files Here !/05 - 4. Dependency Management/04 - Distributing your package.srt	7.75 kB
~Get Your Files Here !/05 - 4. Dependency Management/05 - Challenge Create an environment.mp4	2.20 MB
~Get Your Files Here !/05 - 4. Dependency Management/05 - Challenge Create an environment.srt	1.34 kB
~Get Your Files Here !/05 - 4. Dependency Management/06 - Solution Create an environment.mp4	2.55 MB
~Get Your Files Here !/05 - 4. Dependency Management/06 - Solution Create an environment.srt	1.46 kB
~Get Your Files Here !/06 - 5. Running in Production/01 - Logging and metrics.mp4	4.27 MB
~Get Your Files Here !/06 - 5. Running in Production/01 - Logging and metrics.srt	3.53 kB
~Get Your Files Here !/06 - 5. Running in Production/02 - Configuration.mp4	3.78 MB
~Get Your Files Here !/06 - 5. Running in Production/02 - Configuration.srt	3.14 kB
~Get Your Files Here !/06 - 5. Running in Production/03 - Performance tuning.mp4	11.90 MB
~Get Your Files Here !/06 - 5. Running in Production/03 - Performance tuning.srt	8.13 kB
~Get Your Files Here !/06 - 5. Running in Production/04 - Securing your code.mp4	5.53 MB
~Get Your Files Here !/06 - 5. Running in Production/04 - Securing your code.srt	3.37 kB
~Get Your Files Here !/06 - 5. Running in Production/05 - Challenge Make the monthly report production ready.mp4	1.33 MB
~Get Your Files Here !/06 - 5. Running in Production/05 - Challenge Make the monthly report production ready.srt	861.00 B
~Get Your Files Here !/06 - 5. Running in Production/06 - Solution Make the monthly report production ready.mp4	2.92 MB
~Get Your Files Here !/06 - 5. Running in Production/06 - Solution Make the monthly report production ready.srt	1.82 kB
~Get Your Files Here !/07 - Conclusion/01 - What's next.mp4	1.71 MB
~Get Your Files Here !/07 - Conclusion/01 - What's next.srt	1.27 kB
~Get Your Files Here !/Bonus Resources.txt	386.00 B

Description

[ DevCourseWeb.com ] Python Data Analytics: From Notebooks to Production

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Released 8/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Advanced | Genre: eLearning | Language: English + srt | Duration: 58m | Size: 139 MB

Your code needs to run in production, which has its own set of challenges and restrictions. In this course, instructor Miki Tebeka shows you how to convert your research notebook to production ready code. Learn about the needs of production, where notebooks can really help you, and where they might fall short. Explore why you should organize your code and how to write clean API for your modules, as well as how to structure your code with sub modules. Find out why testing your code is important and go over useful techniques and best practices. Plus, dive into dependency management, logging and metrics, performance tuning, securing your code, and more.

If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com

Get More Tutorials and Support Us -->> https://FreeCourseWeb.com

We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...