Forwarded from Machine Learning with Python
๐งฟANTHROPH\C Launches 13 Free AI Courses
Anthropic Academy has announced 13 free AI courses. The courses cover the following topics:
โข Working with Claude
โข AI Fundamentals
โข AI Agents
โข Model Context Protocol (MCP)
โข Claude Code
โข Working with APIs
โข Enterprise AI
โข Google Cloud Vertex AI and Amazon Bedrock Integration
1. Claude 101
2. AI Fluency: Framework & Foundations
3. Introduction to Agent Skills
4. Building with the Claude API
5. Claude Code in Action
6. Introduction to Model Context Protocol (MCP)
7. MCP: Advanced Topics
8. AI Fluency for Students
9. AI Fluency for Educators
10. Teaching AI Fluency
11. AI Fluency for Small Businesses
12. Claude with Amazon Bedrock
13. Claude with Google Cloud Vertex AI
The courses are designed for a wide audience, from beginners to developers, educators, students, and business owners.
Anthropic Academy has announced 13 free AI courses. The courses cover the following topics:
โข Working with Claude
โข AI Fundamentals
โข AI Agents
โข Model Context Protocol (MCP)
โข Claude Code
โข Working with APIs
โข Enterprise AI
โข Google Cloud Vertex AI and Amazon Bedrock Integration
1. Claude 101
2. AI Fluency: Framework & Foundations
3. Introduction to Agent Skills
4. Building with the Claude API
5. Claude Code in Action
6. Introduction to Model Context Protocol (MCP)
7. MCP: Advanced Topics
8. AI Fluency for Students
9. AI Fluency for Educators
10. Teaching AI Fluency
11. AI Fluency for Small Businesses
12. Claude with Amazon Bedrock
13. Claude with Google Cloud Vertex AI
The courses are designed for a wide audience, from beginners to developers, educators, students, and business owners.
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"The Mathematics of Bitcoin" is a concise work that analyzes Bitcoin from a mathematical perspective. ๐
It utilizes probability theory, stochastic processes, martingales, combinatorics, and special functions to explore the mechanisms of the Bitcoin protocol. ๐งฎ
In particular, the authors examine the probability of double-spending, the profitability of mining, block generation, miner strategies, and the resilience of the protocol. โ๏ธ
If you want to delve deeper, I also recommend "Bitcoin and Cryptocurrency Technologies" from Princeton University. This is a much broader introduction to cryptographic hash functions, digital signatures, consensus, Proof of Work, mining, transactions, anonymity, security, and the incentive system in cryptocurrencies. ๐
Save both of these resources. They are excellent materials if you're interested in understanding the mathematics and technical mechanisms of Bitcoin. ๐พ
The Mathematics of Bitcoin:
https://arxiv.org/pdf/2003.00001
Bitcoin and Cryptocurrency Technologies:
https://d28rh4a8wq0iu5.cloudfront.net/bitcointech/readings/princeton_bitcoin_book.pdf
#Bitcoin #Mathematics #Cryptocurrency #Blockchain #Princeton #Tech
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It utilizes probability theory, stochastic processes, martingales, combinatorics, and special functions to explore the mechanisms of the Bitcoin protocol. ๐งฎ
In particular, the authors examine the probability of double-spending, the profitability of mining, block generation, miner strategies, and the resilience of the protocol. โ๏ธ
If you want to delve deeper, I also recommend "Bitcoin and Cryptocurrency Technologies" from Princeton University. This is a much broader introduction to cryptographic hash functions, digital signatures, consensus, Proof of Work, mining, transactions, anonymity, security, and the incentive system in cryptocurrencies. ๐
Save both of these resources. They are excellent materials if you're interested in understanding the mathematics and technical mechanisms of Bitcoin. ๐พ
The Mathematics of Bitcoin:
https://arxiv.org/pdf/2003.00001
Bitcoin and Cryptocurrency Technologies:
https://d28rh4a8wq0iu5.cloudfront.net/bitcointech/readings/princeton_bitcoin_book.pdf
#Bitcoin #Mathematics #Cryptocurrency #Blockchain #Princeton #Tech
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Forwarded from Remote Jobs โ Daily LinkedIn Picks ๐ผ
๐ค AI & Machine Learning
AI/ML Engineer (m/w/d) โ Generative AI + Legal AI
๐ข YPOG
๐ Berlin, Berlin, Germany ยท ๐ Remote
๐ 14 hours ago
Tap below to view the full posting and apply directly on LinkedIn.
๐ Curated by: https://xn--r1a.website/Jobs204
AI/ML Engineer (m/w/d) โ Generative AI + Legal AI
๐ข YPOG
๐ Berlin, Berlin, Germany ยท ๐ Remote
๐ 14 hours ago
Tap below to view the full posting and apply directly on LinkedIn.
๐ Curated by: https://xn--r1a.website/Jobs204
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400 Machine Learning Interview Questions with Answers 2026
Machine LearningnInterview Questions Practice Test | Freshers to Experienced | Detailed Explanations for Each Questionโฆ
๐ Language: English (US)
๐ฅ Students: 205 students
โญ๏ธ Rating: 0.0/5.0 (0 reviews)
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Forwarded from Machine Learning with Python
DS FULL ARCHIVE.pdf
37.1 MB
DS FULL ARCHIVE ๐
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๐ 21-Day CCNA & CCNP Sprint โ Aug 17 to Sep 6
๐ค Peer Group โ Share Insights | Exchange Knowledge | Support Each Other
No more studying alone. Join a community of CCNA/CCNP candidates, learn together, and win prizes.
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โ DM admin: "I'M IN + cert name"
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1๏ธโฃ What you learned
2๏ธโฃ Explain it in your own words
3๏ธโฃ (Optional) Ask the group
Join now: https://chat.whatsapp.com/KZrAj2HZ3Y5K9UhhNhrApf
DM to register: https://wa.me/8619559123054
๐ค Peer Group โ Share Insights | Exchange Knowledge | Support Each Other
No more studying alone. Join a community of CCNA/CCNP candidates, learn together, and win prizes.
How it works:
โ DM admin: "I'M IN + cert name"
โก Join the group
โข Check in 18/21 days โ win ๐
Prizes (first come, first served):
$50 Amazon card ร1 | SD-Access Training ร1 | SD-WAN Training ร1 | CCNA Pro Package ร10 | Free Learning Pack (all finishers)
Daily check-in:
1๏ธโฃ What you learned
2๏ธโฃ Explain it in your own words
3๏ธโฃ (Optional) Ask the group
Join now: https://chat.whatsapp.com/KZrAj2HZ3Y5K9UhhNhrApf
DM to register: https://wa.me/8619559123054
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Forwarded from Machine Learning with Python
CS189 self-study run: Convolutional Neural Networks ๐ง ๐
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๐ ML algorithms in visualizations
A useful repository that helps you understand how machine learning algorithms work โ through interactive diagrams and step-by-step explanations.
You can run it in your browser or locally using Docker.
โ Link to GitHub
https://github.com/gavinkhung/machine-learning-visualized
A useful repository that helps you understand how machine learning algorithms work โ through interactive diagrams and step-by-step explanations.
You can run it in your browser or locally using Docker.
โ Link to GitHub
https://github.com/gavinkhung/machine-learning-visualized
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A Collection of Machine Learning Libraries for Python ๐ค
A large repository containing over 900 libraries and frameworks for machine learning. ๐
All projects are sorted by quality and popularity, which helps you quickly find the best tools for working with AI and ML. โ๏ธ
Repo: https://github.com/ml-tooling/best-of-ml-python?tab=readme-ov-file#vector-similarity-search-ann
#MachineLearning #Python #AI #DataScience #MLTools #Programming
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โญ๏ธ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
A large repository containing over 900 libraries and frameworks for machine learning. ๐
All projects are sorted by quality and popularity, which helps you quickly find the best tools for working with AI and ML. โ๏ธ
Repo: https://github.com/ml-tooling/best-of-ml-python?tab=readme-ov-file#vector-similarity-search-ann
#MachineLearning #Python #AI #DataScience #MLTools #Programming
โจ Join Best TG Channels https://xn--r1a.website/addlist/0f6vfFbEMdAwODBk
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๐ "Natural Language Processing and Large Language Models" is a new open-access book from Springer, written by Chengqing Zong, Yang Zhao, and Yanjun Ma.
It's almost 400 pages long and provides an introduction to modern natural language processing and large language models.
Inside, you'll find information on: neural networks, distributed representations, language models, Transformers, BERT, GPT, tokenization, sentiment analysis, information extraction, text summarization, natural language understanding, machine translation, question answering, and RLHF.
In my opinion, this is a good reference guide for those who want to understand these topics without a very high barrier to entry. I would recommend it. โจ
https://link.springer.com/book/10.1007/978-981-92-0682-7
#NLP #LLM #ArtificialIntelligence #MachineLearning #DataScience #TechBooks
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โญ๏ธ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
It's almost 400 pages long and provides an introduction to modern natural language processing and large language models.
Inside, you'll find information on: neural networks, distributed representations, language models, Transformers, BERT, GPT, tokenization, sentiment analysis, information extraction, text summarization, natural language understanding, machine translation, question answering, and RLHF.
In my opinion, this is a good reference guide for those who want to understand these topics without a very high barrier to entry. I would recommend it. โจ
https://link.springer.com/book/10.1007/978-981-92-0682-7
#NLP #LLM #ArtificialIntelligence #MachineLearning #DataScience #TechBooks
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โค2
Forwarded from Data Analytics
Updated CS 8803 "Large Language Model" course at Georgia Tech for 2026.
The list of materials covers pre-training, Mixture of Experts (MoE), reasoning, reinforcement learning and self-play, agents, long context, scaling during inference, diffusion language models, safety, interpretability, and much more.
- https://cocoxu.github.io/CS8803-LLM-spring2026/
- https://docs.google.com/spreadsheets/d/1Oisf4imoNL3fs4UWGYAUlMCuYfCACMHCDb0iqEYU8wc/edit?usp=sharing
The list of materials covers pre-training, Mixture of Experts (MoE), reasoning, reinforcement learning and self-play, agents, long context, scaling during inference, diffusion language models, safety, interpretability, and much more.
- https://cocoxu.github.io/CS8803-LLM-spring2026/
- https://docs.google.com/spreadsheets/d/1Oisf4imoNL3fs4UWGYAUlMCuYfCACMHCDb0iqEYU8wc/edit?usp=sharing
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Access GPT, Claude, Grok, Gemini, DeepSeek, Kimi, Qwen and more through one gateway.
Access leading models at prices below official API list rates.
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Connect apps, agents and coding tools with one Smart API key.
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Choose model groups with ordered fallback options.
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