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"️🔥 Michigan Engineering - Professional Certificate in AI and Machine Learning - https://www.simplilearn.com/professional-aiml-program?utm_campaign=CMbthSIjlNM&utm_medium=Comments&utm_source=Youtube ️🔥IITK - Professional Certificate Course in Generative AI and Machine Learning - https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=CMbthSIjlNM&utm_medium=Comments&utm_source=Youtube ️🔥Microsoft AI Engineer Program - https://www.simplilearn.com/ai-engineer-course?utm_campaign=CMbthSIjlNM&utm_medium=Comments&utm_source=Youtube ️️🔥 Michigan - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=CMbthSIjlNM&utm_medium=Comments&utm_source=Youtube" In this video on Machine Learning Roadmap 2026 from Simplilearn, we’ll guide you through the essential skills, tools, and topics to master ML in 2026, whether you're just starting out or looking to advance your career in data science. We’ll cover foundational skills, including math, statistics, and key programming languages like Python, and dive into critical ML algorithms, deep learning, NLP, and computer vision—skills in high demand for future AI projects. Plus, we’ll explore MLOps techniques for deploying and maintaining models in production, and review top frameworks like TensorFlow, PyTorch, and scikit-learn. 00:00:00 - Introduction To Machine Learning Roadmap 00:01:04 - Month 1: Foundations Of Programming 00:02:14 - Month 2: Version Control And Data Structure 00:03:51 - Month 3: Access Data With Sql 00:04:38 - Month 4: Mathematics 00:05:30 - Month 5: Data Handling And Visualization 00:06:25 - Month 6: Machine Learning Fundamentals 00:08:20 - Month 7: Building And Training Models With Advanced Libraries 00:09:00 - Month 8: Advanced Machine Learning 00:10:15 - Month 9: Specialized Topics 00:10:45 - Month 10: Model Deployment 00:11:05 - Month 11: Cloud And Production ✅ Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ✅ You can find the slides here: https://www.slideshare.net/slideshow/machine-learning-roadmap-2026-machine-learning-engineer-roadmap-for-beginners-simplilearn/273705688 ⏩ Check out More Videos On AI By Simplilearn: https://www.youtube.com/playlist?list=PLEiEAq2VkUULyr_ftxpHB6DumOq1Zz2hq #AI #MLRoadmap #MachineLearning #GenaAI #GenerativeAI #Simplilearn #2026 ➡️ About Artificial Intelligence Engineer This Artificial Intelligence Engineer course Created in partnership with IBM, this course introduces students to blended learning and prepares them to be AI and Data Science specialists. In Armonk, New York, IBM is a significant cognitive service and integrated cloud solution firm that provides many technology and consulting solutions. IBM is a leader in AI and Machine Learning technology verticals for 2021. This AI masters course will prepare students for Artificial Intelligence and Data Analytics careers. ✅ Key Features - Add the IBM Advantage to your Learning - 25 Industry-relevant Projects and Integrated labs - Immersive Learning Experience - Simplilearn's JobAssist helps you get noticed by top hiring companies ✅ Tools Covered - ChatGPT - Flask - Matplotlib - django - Python - Numpy - Pandas - SciPy - Keras - OpenCV - And Many More… 👉 Learn More At: https://www.simplilearn.com/professional-aiml-program?utm_campaign=CMbthSIjlNM&utm_medium=Description&utm_source=Youtube
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