Dear friends 😊,
I want 2026 to be a year of bonding, connections, and real conversations 🤗
For years, we have shared courses, resources, news, and knowledge. But I want to talk with you, ask questions, give answers, and learn together.
With over 10 years in data science, software engineering, and AI 🤓, I have built and shipped real world systems that generated millions of dollars. I have made mistakes, learned valuable lessons, and I am always happy to share my experience openly.
❓ Feel free to ask me anything
Career, learning paths, real projects, tech decisions, or doubts.
This is why I am reminding you that each channel has its own discussion group.
You can open it via
or via the links below 👇
📌 Channels and their discussion groups
• Free courses by Big Data Specialist
→ linked discussion group
• Data Science / ML / AI
→ linked discussion group
• GitHub Repositories
→ linked discussion group
• Coding Interview Preparation
→ linked discussion group
• Data Visualization
→ linked discussion group
• Python Learning
→ linked discussion group
• Tech News
→ linked discussion group
• Logic Quest
→ linked discussion group
• Data Science Research Papers
→ linked discussion group
• Web Development
→ linked discussion group
• AI Revolution
→ linked discussion group
• Talks with ChatGPT
→ linked discussion group
• Programming Memes
→ linked discussion group
• Code Comics
→ linked discussion group
💬 Join the conversations, ask questions, share your journey.
Looking forward to connecting with you all 🚀
I will share this message across all our channels so everyone can see it. Hope you do not mind 🙏
See you in the discussions 👋
I want 2026 to be a year of bonding, connections, and real conversations 🤗
For years, we have shared courses, resources, news, and knowledge. But I want to talk with you, ask questions, give answers, and learn together.
With over 10 years in data science, software engineering, and AI 🤓, I have built and shipped real world systems that generated millions of dollars. I have made mistakes, learned valuable lessons, and I am always happy to share my experience openly.
❓ Feel free to ask me anything
Career, learning paths, real projects, tech decisions, or doubts.
This is why I am reminding you that each channel has its own discussion group.
You can open it via
channel name → Discuss button
or via the links below 👇
📌 Channels and their discussion groups
• Free courses by Big Data Specialist
→ linked discussion group
• Data Science / ML / AI
→ linked discussion group
• GitHub Repositories
→ linked discussion group
• Coding Interview Preparation
→ linked discussion group
• Data Visualization
→ linked discussion group
• Python Learning
→ linked discussion group
• Tech News
→ linked discussion group
• Logic Quest
→ linked discussion group
• Data Science Research Papers
→ linked discussion group
• Web Development
→ linked discussion group
• AI Revolution
→ linked discussion group
• Talks with ChatGPT
→ linked discussion group
• Programming Memes
→ linked discussion group
• Code Comics
→ linked discussion group
💬 Join the conversations, ask questions, share your journey.
Looking forward to connecting with you all 🚀
I will share this message across all our channels so everyone can see it. Hope you do not mind 🙏
See you in the discussions 👋
Telegram
Programming, data science, ML - free courses by Big Data Specialist
Programming, Data and AI learning
Free courses, roadmaps and study materials.
Python, data science, ML, big data, AI, web, system design.
Join 👉 https://rebrand.ly/bigdatachannels
DMCA: @disclosure_bds
Contact: @mldatascientist
Free courses, roadmaps and study materials.
Python, data science, ML, big data, AI, web, system design.
Join 👉 https://rebrand.ly/bigdatachannels
DMCA: @disclosure_bds
Contact: @mldatascientist
❤5
🔰 4 Unique Steps to Become a Python Expert in 2026
1️⃣ Understand Python Internals:
✨ Example: Debugging a slow script by identifying memory leaks.
2️⃣ Leverage Async Programming:
✨ Example: Using async to handle thousands of API requests without crashing.
3️⃣ Create & Publish Python Packages:
✨ Example: Publishing your own data-cleaning toolkit for others to use.
4️⃣ Master Python for Emerging Tech:
✨ Example: Building an AI chatbot with Hugging Face APIs.
1️⃣ Understand Python Internals:
Learn how Python handles memory (GIL), garbage collection, and optimize code performance.
✨ Example: Debugging a slow script by identifying memory leaks.
2️⃣ Leverage Async Programming:
Master async/await to build scalable and faster applications.
✨ Example: Using async to handle thousands of API requests without crashing.
3️⃣ Create & Publish Python Packages:
Build reusable libraries, document them, and share on PyPI.
✨ Example: Publishing your own data-cleaning toolkit for others to use.
4️⃣ Master Python for Emerging Tech:
Dive into areas like quantum computing (Qiskit) or AI (Hugging Face).
✨ Example: Building an AI chatbot with Hugging Face APIs.
❤4
🚀 Python Mastery Roadmap
1️⃣ Basics – Syntax, loops, functions, exceptions
2️⃣ DS & Algorithms – Arrays, stacks, recursion, sorting
3️⃣ Modules & Advanced – Lambdas, decorators, regex
4️⃣ OOP – Classes, inheritance, dunder methods
5️⃣ Packages & Comprehensions – pip, conda, list comps
6️⃣ Frameworks & Concurrency – Flask, FastAPI, threading
7️⃣ Pro Skills – Typing, Testing, Docs, Docker, CI/CD
🎯 Stay consistent, build projects, master Python.
1️⃣ Basics – Syntax, loops, functions, exceptions
2️⃣ DS & Algorithms – Arrays, stacks, recursion, sorting
3️⃣ Modules & Advanced – Lambdas, decorators, regex
4️⃣ OOP – Classes, inheritance, dunder methods
5️⃣ Packages & Comprehensions – pip, conda, list comps
6️⃣ Frameworks & Concurrency – Flask, FastAPI, threading
7️⃣ Pro Skills – Typing, Testing, Docs, Docker, CI/CD
🎯 Stay consistent, build projects, master Python.
❤6
Forwarded from Programming Quiz Channel