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Action: Banned 🚷 until 21/09/2026, 19:59.
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1 · 943 · Photo
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OpenAI researcher Alice Liu went through 57 interviews before being hired, and then openly shared her entire preparation and job search journey.
If you're preparing for Research Scientist or MTS positions, this is one of the most comprehensive resources available.
You can use her notes directly, or simply use the list of topics to study them yourself. This kind of information is rarely published.
Notes on LLMs:
https://alisawuffles.notion.site/alisa-s-book-of-llms
Mathematics:
https://alisawuffles.notion.site/math-notes
Analysis of the job search and interview process:
https://alisawuffles.github.io/blog/job-search/
https://t.me/MachineLearning9 🫀
34 · 1.4K · Link
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🧩 Building a Reliable Data Collection Workflow
When building a data collection system, the scraper itself is only one part of the problem.
A practical workflow usually needs to consider:
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Control request frequency and avoid sending every request through the same network.
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Different projects may require rotating IPs or persistent IP addresses.
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Some datasets need to be collected from different countries or regions.
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Uniface
Automate face detection, recognition, and analysis of key facial landmarks with the Uniface Python library.
https://github.com/yakhyo/uniface
https://t.me/MachineLearning9
22 · 2.3K · Photo
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TensorFlow Course: Basic to Advanced Neural Network & Beyond
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3 · 255 · Photo
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This channels is for Programmers, Coders, Software Engineers.
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This channels is for Programmers, Coders, Software Engineers.
0️⃣ Python
1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Visualization
4️⃣ Artificial Intelligence
5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages
✅ https://t.me/addlist/8_rRW2scgfRhOTc0
✅ https://t.me/Codeprogrammer
1.7K · 641.7K · Photo
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If you're just starting to learn machine learning and want to delve deeper into the mathematics required for machine learning and deep learning, I recommend trying this platform. It's something like LeetCode for machine learning.
This is not an advertisement: I personally used it and decided to share it with you.
https://deep-ml.com
https://t.me/CodeProgrammer
32 · 2.3K · File
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pandas_vs_polars_cheatsheet.png · 1.1 MB · click to show
Pandas vs Polars — 14-section course cheatshee
https://t.me/MachineLearning9
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📖 "A Little Book on the Fundamentals of Generative AI" - an intuitive introduction to the mathematics:
arxiv.org/pdf/2605.29713
#GenerativeAI #Mathematics #DeepLearning #AIResearch #MachineLearning #arXiv
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9 · 947 · Photo
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Python App Development Masterclass App Development Bootcamp
Build Real-World Applications with Python: A Complete App Development Bootcamp for Beginners to Advanced Learners
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1 · 139 · Link
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https://t.me/UdemySybot?start=ref_418788114
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393 · Link
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https://t.me/UdemySybot/Udemy?startapp=eyJ1IjoiaHR0cHM6Ly93d3cudWRlbXkuY29tL2NvdXJzZS9weXRob24tYXBwLWRldmVsb3BtZW50LW1hc3RlcmNsYXNzLWFwcC1kZXZlbG9wbWVudC1ib290Y2FtcC8_Y291cG9uQ29kZT1CMkMxQkNBOUQwQUVDREZFOEI4QyIsInQiOiJQeXRob24gQXBwIERldmVsb3BtZW50IE1hc3RlcmNsYXNzIEFwcCBEZXZlbG9wbWVudCBCb290Y2FtcCIsImkiOiJodHRwczovL2ltZy1jLnVkZW15Y2RuLmNvbS9jb3Vyc2UvNzUweDQyMi82MTg1ODAzXzQ1ZDkuanBnIiwiYyI6IkRldmVsb3BtZW50IiwicCI6IiQxNC45OSJ9
Python App Development Masterclass App Development Bootcamp