Most people quit before this point.
Day 120 of learning #German 🇩🇪
Early A1 — still basic, but something finally clicked.
Now I can actually hold small conversations with friends.
🇩🇪 Ich kann ein bisschen Deutsch sprechen.
🇩🇪 Jeden Tag ein bisschen besser.
#LearnInPublic
🇩🇪 Day 56 of learning German.
Still slow, still making mistakes — but definitely improving.
Balancing this with IELTS & GRE prep, one day at a time.
Kleine Schritte, jeden Tag.
#LearnInPublic#BuildInPublic#German
1/
Just dived deeper into Machine Learning today — and things are finally starting to click.
ML = systems that learn from data without explicit programming.
Types: Supervised, Unsupervised & Reinforcement Learning.
#LearnInPublic#BuildInPublic
4/
🧠 ML vs Traditional Programming
Traditional:
Input + Rules → Output
ML:
Input + Output → Model learns → Predicts on new data
The system finds patterns YOU didn’t code. That's the magic.
Learning ML after long days isn’t easy—but consistency is everything.
Some days I feel like I should be sleeping, but I keep showing up.
50% done with my Job-Ready Data Science course, and excited for what’s next.
5/
⚔️ PyTorch vs TensorFlow
PyTorch → simple, flexible, great for research
TensorFlow → powerful, production-focused
Both are important depending on your use case.
More ML learning tomorrow! 🚀
#DataScience#MachineLearning#pythonprogramming
Covered Data Collection Techniques in my #CodeWithHarry#DataScience course today and practiced web scraping using the requests module`.
Scraped book data from a public practice site — https://t.co/awVxiwDGcM — to understand real-world data extraction workflows. #LearnInPublic