Comment Devenir Data Scientist En 2026: Les 10 Étapes Essentielles Pour Maîtriser la Data Science

Becoming a Data Scientist in 2025: The 10 Key Steps To excel as a data scientist in 2025, I share a 10-step strategic approach. This path covers key skills: mathematics, statistics, machine learning, programming and sector expertise. I explain how to identify your "why", document your learning and stay flexible to evolve. You will find practical advice, useful resources and concrete projects to build a solid portfolio and succeed in this exciting field. On the Program: 00:00 Introduction: The five essential elements for data scientists in 2025 00:33 How to learn data science independently 00:50 10-step roadmap to become a data scientist 01:46 Define data science and its key skills 03:00 Step 0: Identify your motivation and your sector of activity 04:53 Step 1: Document your learning process 07:24 Step 2: Learn programming 10:13 Step 3: Master mathematics 15:59 Step 4: Understand machine learning 18:47 Step 5: Explore deep learning 19:47 Step 6: Discover generative AI 21:46 Step 7: Build a solid portfolio 22:32 Step 8: Write your CV and apply for jobs 22:50 Step 9: Stay curious and adapt 24:50 Conclusion and next steps #DataScience #MachineLearning #AILearning -------------------------------------- 🚨 Relevant links 🚨 My newsletters: https://natacha-njongwa-yepnga.ck.pag... YouTube: https://www.youtube.com/c/LeCoinStat?... Linkedin:  / natacha-njongwa-yepnga   Discord:   / discord   TikTok: https://vm.tiktok.com/ZMLEgAhku/ Instagram:  / lecoin_stat   Facebook:   / lecoinstat