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Go from zero to a machine learning engineer in 12 months. This step-by-step roadmap covers the essential skills you must learn to become a machine learning engineer in 2024. Download the FREE roadmap PDF here: https://mosh.link/machine-learning-roadmap ✋ Stay connected - Complete courses: https://codewithmosh.com - Twitter: https://twitter.com/moshhamedani - Facebook: https://www.facebook.com/programmingwithmosh/ - Instagram: https://www.instagram.com/codewithmosh.official/ - LinkedIn: https://www.linkedin.com/school/codewithmosh/ 🔗 Other roadmaps https://youtu.be/Tef1e9FiSR0?si=QpVnZ_o9-DAXzT71 https://youtu.be/OeEHJgzqS1k?si=qd0ZIqAzUpZQn6BX 📚 Tutorials https://youtu.be/_uQrJ0TkZlc?si=ZhlCrQs1SkaPNVa8 https://youtu.be/8JJ101D3knE?si=OGTuS35LQqSunuhh https://youtu.be/BBpAmxU_NQo?si=dm-ZCPxVBYWS1Qhn https://youtu.be/7S_tz1z_5bA?si=QL7s_M2Ao90RDwG8 📖 Chapters 00:00 - Introduction 00:20 - Programming Languages 00:42 - Version Control 01:03 - Data Structures & Algorithms 01:35 - SQL 01:55 - The Complete Roadmap PDF 02:19 - Mathematics & Statistics 02:40 - Data Handling 03:15 - Machine Learning Fundamentals 03:57 - Advanced Topics 04:28 - Model Deployment #machinelearning #ai #datascience #coding #programming