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Gaël Varoquaux, Emmanuelle Gouillart, Olav Vahtras Pierre de Buyl, and many others.

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🖥 Downloading a YouTube Playlist using Python

Loading YouTube playlist using Python.

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WebScraping with Gen AI

During this session, we'll explore the following topics:

1️⃣ Basics of Web Scraping:
Understand the fundamental concepts and techniques of web scraping and its legal and ethical considerations.

2️⃣ Scraping with Gen AI:
Discover how Gen AI revolutionizes the web scraping landscape with real-world examples.

3️⃣ Jina Reader API:
Get acquainted with the Jina Reader API, a powerful tool for obtaining LLM-friendly input from URLs or web searches.

4️⃣ ScrapeGraphAI:
Dive into ScrapeGraphAI, a groundbreaking Python library that combines LLMs and direct graph logic for creating robust scraping pipelines.

Event Details:
🗓 Date: 22 June, Saturday
⏰ Time: 11:00 AM IST
🔗 Register now: https://www.buildfastwithai.com/events/web-scraping-with-gen-ai

Connect with Founder from IIT Delhi;
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🔺 Data science learning roadmap in 2024

👨🏻‍💻 If you want to start learning data science from scratch in 2024, this roadmap can be a great starting point for you.👌🏼


1️⃣ Basics of data science

🏷 Statistics and probability
◾┘️ link: Statistics & Probability

🏷 Linear Algebra
┘ ◽️ link: Essence of Linear Algebra


2️⃣ Programming language

🏷 Python
◾┘️ link: Learn Python 3


3️⃣ Data analysis and manipulation

🏷 Pandas library
◾┘️ link: pandas documentation

🏷 Data preparation with Pandas
Link : Data Wrangling with Pandas

🏷 NumPy library
◾┘️ link: NumPy documentation


4️⃣ Data visualization

🏷 Matplotlib and Seaborn library
◾┘️ Link: Matplotlib / seaborn

🏷 Tableau Public platform
Link : Tableau Public


5️⃣ Principles of machine learning

🏷 scikit-learn library
◾┘️ link: scikit-learn


6️⃣ Learning algorithms

🏷 Hands-On Machine Learning book
◾┘️ link: Hands-On ML


7️⃣ Deep learning

🏷 TensorFlow library
◾┘️ link: TensorFlow Tutorial

🏷 PyTorch library
◾┘️ Link: PyTorch Documentation


8️⃣ Big data technologies

🏷 Spark framework course
◾┘️ Link: Spark Course


9️⃣ Advanced topics

🏷 Natural language processing course in Python
◾┘️ link: NLP in Python


1️⃣ Share your projects on Kaggle and GitHub

🏷 Kaggle platform
◾┘️ link: Kaggle

🏷 GitHub platform
◾┘️ Link: GitHub

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LLM cheatsheet ⭐

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pip3 install aurora-ssg

• Github

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🆕 Microsoft has quietly updated the Phi-3 Mini

- 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

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