@datascibykashi: 🚀 Want to become a Data Scientist or Data Analyst in 2026–27? Here’s the step-by-step roadmap to follow for skills, tools, and career growth: 1️⃣ Foundations • Math: Statistics & Probability • Python or R for coding • SQL & Databases 2️⃣ Data Manipulation & Visualization • Pandas, NumPy, Matplotlib, Seaborn • Excel + Power BI/Tableau 3️⃣ Machine Learning & AI • Regression, Classification, Clustering • Neural Networks basics • Practical projects on real datasets 4️⃣ Advanced Skills • Deep Learning, NLP, Time-Series Forecasting • Big Data tools: Spark, Hadoop • Cloud Platforms: AWS, GCP 5️⃣ Soft Skills & Career • Problem-solving & business understanding • GitHub portfolio + Kaggle competitions • Resume & Interview preparation 💬 Comment Question (Boost Engagement): Which stage are you currently at? A) Beginner – Learning Python & SQL B) Intermediate – ML & Visualization C) Advanced – Deep Learning & Projects 👇 Comment your letter and I’ll reply with tips to level up! #creatorsearchinsights #datascience #dataanalysis #machinelearning #ai

Data Scientist | Kashi

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Thursday 22 January 2026 16:43:26 GMT