Скачать или смотреть Thinking about learning Data Science & AI in 2026..Check this Roadmap

Thinking about learning Data Science & AI but don’t know where to start? 🌱don’t worry — everyone starts from zero. here’s your roadmap 🧠💻

✨ 1. start with the basics — Python.it’s beginner-friendly and the backbone of Data Science.learn variables, loops, functions, and how to handle data.you can start from free YouTube courses or platforms like Kaggle or Codebasics.

✨ 2. understand data analysis.this is where you meet your first love — data.learn libraries like Pandas and NumPy.practice cleaning messy datasets and exploring trends.this step will teach you how data actually behaves in the real world.

✨ 3. learn to visualize.data is beautiful when it tells a story.learn to create visuals using Matplotlib, Seaborn, or Power BI/Tableau.visualization helps you communicate insights — and that’s what companies care about most.

✨ 4. dive into machine learning.once you understand data, it’s time to make predictions!learn Supervised (Regression, Classification) and Unsupervised Learning (Clustering).start with simple models like Linear Regression, Decision Trees, or KNN.

✨ 5. build mini projects.projects are where your learning becomes real.try simple ones like —📍 Fake News Detection📍 Movie Recommendation System📍 Credit Risk Prediction📍 Spam Mail Classification
they don’t need to be perfect — just make them work and learn from every bug.

✨ 6. explore AI & Generative AI.once you’re comfortable with ML, move to AI concepts — NLP, LLMs, Chatbots, or RAG models.understand how modern AI systems like ChatGPT work — it’ll inspire you to build your own.

✨ 7. stay consistent.it’s not about learning fast, it’s about learning every day.watch tutorials, take notes, practice datasets, and reflect on what you’ve learned.

remember: no one becomes an expert overnight 🌸learn one concept a day, one project a week, and watch how far you’ll go 🚀

your journey doesn’t need to be perfect — it just needs to begin 🤍

#datascience #artificialintelligence #machinelearning #deeplearning #ai #generativeai #bigdata #datamodeling #nlp #chatgpt #openai #dataanalytics #learning #learnai #studyvibes #selfgrowthjourney #consistency #coding #studygram #techcontent corporate life #youtubeshorts #shorts #shortsvideo #youtube #rahmatzolly #afterhours_rz #viral #short #viral #trending #minivlog #vlog #ytshorts #youtube #llm #sql #excel #python
#afterhours_rz #rahmatzolly

Please like, share and subscribe where innovation meets lifestyle!
Insta - afterhours_rz
Thanks
Rahmat
BITM, IITP
Oracle - Data Scientists and Analysts - 2 & Ex-Cerner, Ex-Nestle