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/d-MAh-pb Step 8: Capstone Project and Real-World Experience 1. Title: Applied Data Science Capstone - Course: https://lnkd.in/dy6GSB5G 2. Title: Data Science at Scale Specialization - Course: https://lnkd.in/dBmvmSRq Image source: Data Science Dojo
Extremely useful and informative. Thank you for sharing!
Very helpful and resourceful. Thanks for sharing 😀
Awesome, really cool 🤗🌴🦋
▶️ Thank you Project Management 😊
Very informative
Great roadmap……What do you think Daniel Medina Leiva ??
Mathématiques
Προστατέψτε κρίσιμα δεδομένα και IP όπου είναι πιο ευάλωτα, με συνεχή προστασία για τα τελικά σημεία Windows, macOS και Linux 👉Βασικός έλεγχος και προσαρμογή πολιτικής 👉Να πληρούν τις κανονιστικές απαιτήσεις για την προστασία δεδομένων 👉Ανθεκτικό σε πτώσεις συνδεσιμότητας και γεωγραφικούς περιορισμούς
Useful tips
This is an excellent roadmap for anyone looking to dive into data science! The structured approach and curated courses make it easy to follow and progress from the basics to more advanced concepts. Perfect for building both foundational and practical skills in data science and AI. Thanks for sharing! 🚀