𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝘀𝘁 𝗥𝗼𝗮𝗱𝗺𝗮𝗽 𝘄𝗶𝘁𝗵 𝗙𝗿𝗲𝗲 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝟮𝟬𝟮𝟰-𝟮𝟬𝟮𝟱 This roadmap provides a structured path to become a proficient data scientist. Each step builds on the previous one, covering fundamental to advanced topics in data science. Step 1: Introduction to Data Science 1. Title: What is Data Science? - Course: https://lnkd.in/d2WADtF9 2. Title: Python for Data Science and AI - Course: https://lnkd.in/d_X_7rTP Step 2: Data Wrangling and Exploration 1. Title: Data Wrangling and Exploration - Course: https://lnkd.in/d2K6PSsw 2. Title: Data Visualization with Python - Course: https://lnkd.in/dj7TU6nP Step 3: Machine Learning Fundamentals 1. Title: Machine Learning for Everyone - Course: https://lnkd.in/dFcSUdyR 2. Title: Applied Machine Learning - Course: https://lnkd.in/gdGWYu5Q Step 4: Advanced Machine Learning and AI 1. Title: Deep Learning Specialization - Course: https://lnkd.in/dfnDZ9Rz 2. Title: AI for Everyone - Course: https://lnkd.in/dzm_75d5 Step 5: Big Data and Data Engineering 1. Title: Big Data Specialization - Course: https://lnkd.in/db_xCa59 2. Title: Data Engineering on Google Cloud - Course: https://lnkd.in/d8gh5Sz9 Step 6: Topics and Advanced Tools 1. Title: Natural Language Processing Specialization - Course: https://lnkd.in/d2sHbPm9 2. Title: TensorFlow in Practice - Course: https://lnkd.in/d3Y_umHP Step 7: Business and Communication Skills 1. Title: Data Science and Business Analytics - Course: https://lnkd.in/dVkDQp-B 2. Title: Data Science Professional Certificate - Course: https://lnkd.in/dHMq39h9 Step 8: Capstone Project and Real-World Experience 1. Title: Applied Data Science Capstone - Course: https://lnkd.in/dAsfkN3g 2. Title: Data Science at Scale Specialization - Course: https://lnkd.in/dNthYZ_q Image source: Data Science Dojo
Very helpful!
Bon à savoir !
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