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This channels is for Programmers, Coders, Software Engineers.
0๏ธโฃ Python
1๏ธโฃ Data Science
2๏ธโฃ Machine Learning
3๏ธโฃ Data Visualization
4๏ธโฃ Artificial Intelligence
5๏ธโฃ Data Analysis
6๏ธโฃ Statistics
7๏ธโฃ Deep Learning
8๏ธโฃ programming Languages
โ
https://t.iss.one/addlist/8_rRW2scgfRhOTc0
โ
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๐ฑ TorchCode โ a PyTorch training tool for preparing for ML interviews
40 tasks for implementing operators and architectures that are actually asked in interviews. Automatic checking, hints, and reference solutions โ all in the browser without installation.
If you're preparing for an ML interview, it's useful to go through at least half of them.
Link: https://github.com/duoan/TorchCode
tags: #useful #pytorch
https://t.iss.one/CodeProgrammerโ
40 tasks for implementing operators and architectures that are actually asked in interviews. Automatic checking, hints, and reference solutions โ all in the browser without installation.
If you're preparing for an ML interview, it's useful to go through at least half of them.
Link: https://github.com/duoan/TorchCode
tags: #useful #pytorch
https://t.iss.one/CodeProgrammer
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โ๏ธ SQL for Data Science in 6 Weeks
An experienced data scientist has put together a step-by-step plan for learning SQL, organizing it into a repository on GitHub. Each week โ a new topic with useful materials and practice.
The program looks like this:
โถ๏ธ Week 1 โ SQL basics and data extraction;
โถ๏ธ Week 2 โ grouping using GROUP BY;
โถ๏ธ Week 3 โ all types of JOIN and where to apply them;
โถ๏ธ Week 4 โ analyzing window functions;
โถ๏ธ Week 5 โ CTE and subqueries;
โถ๏ธ Week 6 โ final project to reinforce.
A great start for those who want to improve their SQL skills specifically for analytics and Data Science tasks.
โก๏ธ Link to the course
https://github.com/andresvourakis/free-6-week-sql-roadmap-data-science
https://t.iss.one/DataAnalyticsX๐ก
An experienced data scientist has put together a step-by-step plan for learning SQL, organizing it into a repository on GitHub. Each week โ a new topic with useful materials and practice.
The program looks like this:
โถ๏ธ Week 1 โ SQL basics and data extraction;
โถ๏ธ Week 2 โ grouping using GROUP BY;
โถ๏ธ Week 3 โ all types of JOIN and where to apply them;
โถ๏ธ Week 4 โ analyzing window functions;
โถ๏ธ Week 5 โ CTE and subqueries;
โถ๏ธ Week 6 โ final project to reinforce.
A great start for those who want to improve their SQL skills specifically for analytics and Data Science tasks.
https://github.com/andresvourakis/free-6-week-sql-roadmap-data-science
https://t.iss.one/DataAnalyticsX
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This channels is for Programmers, Coders, Software Engineers.
0๏ธโฃ Python
1๏ธโฃ Data Science
2๏ธโฃ Machine Learning
3๏ธโฃ Data Visualization
4๏ธโฃ Artificial Intelligence
5๏ธโฃ Data Analysis
6๏ธโฃ Statistics
7๏ธโฃ Deep Learning
8๏ธโฃ programming Languages
โ
https://t.iss.one/addlist/8_rRW2scgfRhOTc0
โ
https://t.iss.one/Codeprogrammer
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NumPy | SciPy | Matplotlib | Pandas | Machine Learning | Data Science | Deep Learning | Pre-Machine Learning Analysis...
๐ท Category: development
๐ Language: English (US)
๐ฅ Students: 51,515 students
โญ๏ธ Rating: 4.2/5.0 (543 reviews)
๐โโ๏ธ Enrollments Left: 4
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๐ Coupon: 55C79AA99634A2748121
โ ๏ธ Please note: A verification layer has been added to prevent bad actors and bots from claiming the courses, so it is important for genuine users to enroll manually to not lose this free opportunity.
๐ By: https://t.iss.one/DataScienceC
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Master in Data Analysis and Analytics
Data Analyst course learning use of advanced excel, power bi, tableau, sql & python to draw insights to better decisionsData Management...
๐ท Category: business
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Data Analyst course learning use of advanced excel, power bi, tableau, sql & python to draw insights to better decisionsData Management...
๐ท Category: business
๐ Language: English (US)
๐ฅ Students: 19,230 students
โญ๏ธ Rating: 4.6/5.0 (256 reviews)
๐โโ๏ธ Enrollments Left: 4
โณ Expires In: 0D:30H:30M
๐ฐ Price:
๐ Coupon: 7FE01C30F5DC33C60F8D
โ ๏ธ Please note: A verification layer has been added to prevent bad actors and bots from claiming the courses, so it is important for genuine users to enroll manually to not lose this free opportunity.
๐ By: https://t.iss.one/DataScienceC
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SQL Basics.pdf
102.8 KB
๐ป Collection of cheat sheets on SQL
I've gathered for you short and understandable cheat sheets on the main topics:
โถ๏ธ Basics of the SQL language;
โถ๏ธ JOINs with clear examples;
โถ๏ธ Window functions;
โถ๏ธ SQL for data analysis.
An excellent set to refresh your knowledge before a job interview or quickly recall the syntax.
tags: #sql #useful
https://t.iss.one/DataAnalyticsX
I've gathered for you short and understandable cheat sheets on the main topics:
โถ๏ธ Basics of the SQL language;
โถ๏ธ JOINs with clear examples;
โถ๏ธ Window functions;
โถ๏ธ SQL for data analysis.
An excellent set to refresh your knowledge before a job interview or quickly recall the syntax.
tags: #sql #useful
https://t.iss.one/DataAnalyticsX
โค4๐1
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The most complete list of video courses on Computer Science on the internet.
cs-video-courses โ 78K+ stars.
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From beginner level (CS50) to advanced (6.824 Distributed Systems).
The curriculum is free.๐ค
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https://t.iss.one/CodeProgrammerโก๏ธ
Save & Share & Like๐โโ๏ธ
cs-video-courses โ 78K+ stars.
MIT.
Stanford University.
University of California, Berkeley.
Harvard University.
Carnegie Mellon University.
Indian Institutes of Technology.
Princeton University.
California Institute of Technology.
Everything is free. All lectures are in video format. Everything is collected in one repository.
Topics:
โ Data structures and algorithms
โ Operating systems
โ Distributed systems
โ Database systems
โ Computer networks
โ Machine learning
โ Deep learning
โ Natural language processing (NLP)
โ Computer vision
โ Computer graphics
โ Security
โ Quantum computing
โ Robotics
โ Blockchain
From beginner level (CS50) to advanced (6.824 Distributed Systems).
The curriculum is free.
https://github.com/Developer-Y/cs-video-courses
https://t.iss.one/CodeProgrammer
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This channels is for Programmers, Coders, Software Engineers.
0๏ธโฃ Python
1๏ธโฃ Data Science
2๏ธโฃ Machine Learning
3๏ธโฃ Data Visualization
4๏ธโฃ Artificial Intelligence
5๏ธโฃ Data Analysis
6๏ธโฃ Statistics
7๏ธโฃ Deep Learning
8๏ธโฃ programming Languages
โ
https://t.iss.one/addlist/8_rRW2scgfRhOTc0
โ
https://t.iss.one/Codeprogrammer
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โค2
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๐งน ๐ฆ๐๐ฒ๐ฝ๐ ๐๐ผ ๐๐น๐ฒ๐ฎ๐ป ๐ฎ ๐๐ฎ๐๐ฎ๐๐ฒ๐ ๐ถ๐ป ๐ฃ๐๐๐ต๐ผ๐ป
https://t.iss.one/DataAnalyticsX
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โค6๐2
๐ Sber has released two open-source MoE models: GigaChat-3.1 Ultra and Lightning
Both code and weights are available under the MIT license on HuggingFace.
๐ Key details:
โข Trained from scratch (not a finetune) on proprietary data and infrastructure
โข Mixture-of-Experts (MoE) architecture
Models:
๐ง GigaChat-3.1 Ultra
โข 702B MoE model for high-performance environments
โข Outperforms DeepSeek-V3-0324 and Qwen3-235B on math and reasoning benchmarks
โข Supports FP8 training and MTP
โก๏ธ GigaChat-3.1 Lightning
โข 10B model (1.8B active parameters)
โข Outperforms Qwen3-4B and Gemma-3-4B on Sber benchmarks
โข Efficient local inference
โข Up to 256k context
Engineering highlights:
โข Custom metric to detect and reduce generation loops
โข DPO training moved to native FP8
โข Improvements in post-training pipeline
โข Identified and fixed a critical issue affecting evaluation quality
๐ Trained on 14 languages (optimized for English and Russian)
Use cases:
โข chatbots
โข AI assistants
โข copilots
โข internal ML systems
Sber provides a solid open foundation for developers to build production-ready AI systems with lower infrastructure costs.
Both code and weights are available under the MIT license on HuggingFace.
๐ Key details:
โข Trained from scratch (not a finetune) on proprietary data and infrastructure
โข Mixture-of-Experts (MoE) architecture
Models:
๐ง GigaChat-3.1 Ultra
โข 702B MoE model for high-performance environments
โข Outperforms DeepSeek-V3-0324 and Qwen3-235B on math and reasoning benchmarks
โข Supports FP8 training and MTP
โก๏ธ GigaChat-3.1 Lightning
โข 10B model (1.8B active parameters)
โข Outperforms Qwen3-4B and Gemma-3-4B on Sber benchmarks
โข Efficient local inference
โข Up to 256k context
Engineering highlights:
โข Custom metric to detect and reduce generation loops
โข DPO training moved to native FP8
โข Improvements in post-training pipeline
โข Identified and fixed a critical issue affecting evaluation quality
๐ Trained on 14 languages (optimized for English and Russian)
Use cases:
โข chatbots
โข AI assistants
โข copilots
โข internal ML systems
Sber provides a solid open foundation for developers to build production-ready AI systems with lower infrastructure costs.
โค2