Data Science Machine Learning Data Analysis
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This channel is for Programmers, Coders, Software Engineers.

1- Data Science
2- Machine Learning
3- Data Visualization
4- Artificial Intelligence
5- Data Analysis
6- Statistics
7- Deep Learning
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๐Ÿ“Œ Align Your Data Architecture for Universal Data Supply

๐Ÿ—‚ Category: DATA ENGINEERING

๐Ÿ•’ Date: 2025-01-31 | โฑ๏ธ Read time: 17 min read

Follow me through the steps on how to evolve your architecture to align with yourโ€ฆ
๐Ÿ“Œ The AI Product Manager

๐Ÿ—‚ Category: ARTIFICIAL INTELLIGENCE

๐Ÿ•’ Date: 2025-01-31 | โฑ๏ธ Read time: 10 min read

An introduction to an exciting role leading impact with AI
๐Ÿ“Œ The . Extension is Now a Thing in Python ?

๐Ÿ—‚ Category: PROGRAMMING

๐Ÿ•’ Date: 2025-01-31 | โฑ๏ธ Read time: 6 min read

Transform your .py files into . modules
๐Ÿ“Œ Visualize Data Streams in Python

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-01-31 | โฑ๏ธ Read time: 7 min read

Plotting continuous real-time data with deque
๐Ÿ“Œ How Likely Is a Six Nations Grand Slam in 2025?

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-01-31 | โฑ๏ธ Read time: 15 min read

The Six Nations is back! This article explores how we can use Data Science &โ€ฆ
๐Ÿ“Œ AI Development vs Software Engineering: Key Differences Explained

๐Ÿ—‚ Category: ARTIFICIAL INTELLIGENCE

๐Ÿ•’ Date: 2025-01-31 | โฑ๏ธ Read time: 6 min read

Why Treating AI Projects Like Traditional Software Development Limits Your Teamโ€™s Potential for Success
๐Ÿ“Œ DeepSeek-V3 Explained 1: Multi-head Latent Attention

๐Ÿ—‚ Category: DEEP LEARNING

๐Ÿ•’ Date: 2025-01-31 | โฑ๏ธ Read time: 9 min read

Key architecture innovation behind DeepSeek-V2 and DeepSeek-V3 for faster inference
๐Ÿ“Œ Stop Creating Bad DAGs โ€“ Optimize Your Airflow Environment By Improving Your Python Code

๐Ÿ—‚ Category: DATA ENGINEERING

๐Ÿ•’ Date: 2025-01-30 | โฑ๏ธ Read time: 10 min read

Valuable tips to reduce your DAGsโ€™ parse time and save resources.
๐Ÿ“Œ Navigating Data Science Content: Recognizing Common Pitfalls, Part 1

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-01-30 | โฑ๏ธ Read time: 6 min read

Uncovering and correcting misconceptions in online data science content to help you learn more effectively
๐Ÿ“Œ Nine Pico PIO Wats with Rust (Part 1)

๐Ÿ—‚ Category: PROGRAMMING

๐Ÿ•’ Date: 2025-01-30 | โฑ๏ธ Read time: 19 min read

Raspberry Pi programmable IO pitfalls illustrated with a musical example
๐Ÿ“Œ Time Series Forecasting with MFLES

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-01-30 | โฑ๏ธ Read time: 7 min read

The newest method in StatsForecast
๐Ÿ“Œ Data Roles, Small Language Models, Knowledge Graphs, and More: Our January Must-Reads

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-01-30 | โฑ๏ธ Read time: 5 min read

The stories that resonated the most with our community in the past month
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Data Science Machine Learning Data Analysis
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๐Ÿš€๐Ÿ”ฅ ๐—•๐—ฒ๐—ฐ๐—ผ๐—บ๐—ฒ ๐—ฎ๐—ป ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—”๐—œ ๐—•๐˜‚๐—ถ๐—น๐—ฑ๐—ฒ๐—ฟ โ€” ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ
Master the hottest skill in tech: building intelligent AI systems that think and act independently.

Learn to build smart ๐—ฐ๐—ต๐—ฎ๐˜๐—ฏ๐—ผ๐˜๐˜€, ๐—”๐—œ ๐—ฎ๐˜€๐˜€๐—ถ๐˜€๐˜๐—ฎ๐—ป๐˜๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—บ๐˜‚๐—น๐˜๐—ถ-๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€.

๐—˜๐—ฎ๐—ฟ๐—ป ๐—ฝ๐—ฟ๐—ผ๐—ณ๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—ฐ๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป and ๐—ด๐—ฒ๐˜ ๐—ป๐—ผ๐˜๐—ถ๐—ฐ๐—ฒ๐—ฑ ๐—ฏ๐˜† ๐˜๐—ผ๐—ฝ ๐—”๐—œ ๐—ฒ๐—บ๐—ฝ๐—น๐—ผ๐˜†๐—ฒ๐—ฟ๐˜€.

๐—™๐—ฟ๐—ฒ๐—ฒ. ๐—ฆ๐—ฒ๐—น๐—ณ-๐—ฝ๐—ฎ๐—ฐ๐—ฒ๐—ฑ. ๐—–๐—ฎ๐—ฟ๐—ฒ๐—ฒ๐—ฟ-๐—ฐ๐—ต๐—ฎ๐—ป๐—ด๐—ถ๐—ป๐—ด.

๐Ÿ‘‰ Apply now: https://go.readytensor.ai/cert-641-agentic-ai-certification
โค5๐Ÿ‘1๐Ÿคฉ1
๐Ÿ“Œ Learnings from a Machine Learning Engineer โ€” Part 2: The Data Sets

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-02-13 | โฑ๏ธ Read time: 10 min read

In Part 1, we discussed the importance of collecting good image data and assigning proper labelsโ€ฆ
๐Ÿ“Œ Should Data Scientists Care About Quantum Computing?

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-02-12 | โฑ๏ธ Read time: 6 min read

I am sure the quantum hype has reached every person in tech (and outside it,โ€ฆ
๐Ÿ“Œ Method of Moments Estimation with Python Code

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-02-12 | โฑ๏ธ Read time: 10 min read

Letโ€™s say you are in a customer care center, and you would like to knowโ€ฆ
๐Ÿ“Œ Manage Environment Variables with Pydantic

๐Ÿ—‚ Category: PROGRAMMING

๐Ÿ•’ Date: 2025-02-12 | โฑ๏ธ Read time: 5 min read

Introduction Developers work on applications that are supposed to be deployed on some server inโ€ฆ
๐Ÿ“Œ Pandas Canโ€™t Handle This: How ArcticDB Powers Massive Datasets

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-02-12 | โฑ๏ธ Read time: 14 min read

Python has grown to dominate data science, and its package Pandas has become the go-toโ€ฆ
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๐Ÿ“Œ Branching Out: 4 Git Workflows for Collaborating on ML

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-02-12 | โฑ๏ธ Read time: 11 min read

Itโ€™s been more than 15 years since I finished my masterโ€™s degree, but Iโ€™m stillโ€ฆ
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