π¨π»βπ» If you want to start learning data science from scratch in 2024, this roadmap can be a great starting point for you.ππΌ
π· Statistics and probability
βΎβοΈ link: Statistics & Probability
π· Linear Algebra
β β½οΈ link: Essence of Linear Algebra
π· Python
βΎβοΈ link: Learn Python 3
π· Pandas library
βΎβοΈ link: pandas documentation
π· Data preparation with Pandas
Link : Data Wrangling with Pandas
π· NumPy library
βΎβοΈ link: NumPy documentation
π· Matplotlib and Seaborn library
βΎβοΈ Link: Matplotlib / seaborn
π· Tableau Public platform
Link : Tableau Public
π· scikit-learn library
βΎβοΈ link: scikit-learn
π· Hands-On Machine Learning book
βΎβοΈ link: Hands-On ML
π· TensorFlow library
βΎβοΈ link: TensorFlow Tutorial
π· PyTorch library
βΎβοΈ Link: PyTorch Documentation
π· Spark framework course
βΎβοΈ Link: Spark Course
π· Natural language processing course in Python
βΎβοΈ link: NLP in Python
π· Kaggle platform
βΎβοΈ link: Kaggle
π· GitHub platform
βΎβοΈ Link: GitHub
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This version runs without internet, is completely free, private and uses less than 2 GB of RAM. It only takes two lines of code to run Gemini, as shown in the third video.
What's the secret? Google has already built Gemini into the developer version of Chrome, and a resourceful Twitter user found how to activate it.
http://www.tgoop.com/codeprogrammer
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Forwarded from Data Science Premium (Books & Courses)
PayPal - Payeer - Crypto - udst
MasterCard - Credit Card
To request a subscription:
www.tgoop.com/Hussein_Sheikho
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Eng. Hussein Sheikho
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Aurora is a static site generator implemented in Python.
Aurora supports:
- Create content and pages using markdown, jinja2 and HTML
- Various types of assembly
- Interactive build with fast reload capability for development (reload time up to < 300ms)
- Built-in support for creating site pages
pip3 install aurora-ssg
β’ Github
http://www.tgoop.com/codeprogrammer
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-
pip install "unstructured[all-docs]"
Unstructured provides components for preprocessing images and text documents; supports many formats: PDF, HTML, Word docs, etc.
Run the library in a container:
docker run -dt --name unstructured downloads.unstructured.io/unstructured-io/unstructured:latest
docker exec -it unstructured bash
http://www.tgoop.com/codeprogrammer
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At the end of the month we will present a precious prize for the first three winning positions in this competition
The prize includes courses, scholarships, educational and books worth more than 20 thousand dollars, we will insure them for free for the first 3 people
We see your progress: subscribe here
The prize includes courses, scholarships, educational and books worth more than 20 thousand dollars, we will insure them for free for the first 3 people
We see your progress: subscribe here
- significantly improved code understanding in Python, C++, Rust and Typescript
- Improved output, now it is more structured
- improved understanding of complex sentences
- added support for the <|system|> tag.
- Improved reasoning ability and understanding of long contexts
4K and 128K benchmarks are affected by this update
http://www.tgoop.com/codeprogrammer
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Hey marketers!
Weβve launched a new guide on how rewarded ads can boost your revenue and retain users. Implement rewarded ads without losing users, schedule special promotion days for higher engagement, and seamlessly integrate rewarded ads into your app.
Discover all the secrets by subscribing to our Discord channel: https://discord.gg/2FMh2ZjE8w
Weβve launched a new guide on how rewarded ads can boost your revenue and retain users. Implement rewarded ads without losing users, schedule special promotion days for higher engagement, and seamlessly integrate rewarded ads into your app.
Discover all the secrets by subscribing to our Discord channel: https://discord.gg/2FMh2ZjE8w
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