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By - Simplilearn

Machine Learning Full Course 2025 | Machine Learning Tutorial For Beginners | Simplilearn

Machine Learning Full Course 2025 | Machine Learning Tutorial For Beginners | Simplilearn

Simplilearn

0 mins
4105+ students

📝 About This Course

🔥IITK - Professional Certificate Course in Generative AI and Machine Learning (India Only) - https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=YXmlujXMrao&utm_medium=Lives&utm_source=Youtube 🔥Purdue - Post Graduate Program in AI and Machine Learning - https://www.simplilearn.com/pgp-ai-machine-learning-certification-training-course?utm_campaign=YXmlujXMrao&utm_medium=Lives&utm_source=Youtube 🔥IITG - Professional Certificate Program in Generative AI and Machine Learning (India Only) - https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=YXmlujXMrao&utm_medium=Lives&utm_source=Youtube 🔥Caltech - AI & Machine Learning Bootcamp (US Only) - https://www.simplilearn.com/ai-machine-learning-bootcamp?utm_campaign=YXmlujXMrao&utm_medium=Lives&utm_source=Youtube This Machine Learning Full Course 2025 by Simplilearn offers a structured learning path for beginners and professionals looking to deepen their expertise. The journey starts with Machine Learning Basics, followed by an exploration of What is Machine Learning and its connection to Deep Learning. A comprehensive ML tutorial then introduces key algorithms like K-Nearest Neighbors (KNN), Linear Algebra for ML, and Q-Learning. The course also covers LLM Benchmarking, Stable Diffusion, and Hugging Face, crucial for working with AI models. More advanced topics include Reinforcement Learning, Meta's latest Lama 3.2, Confusion Matrix analysis, and LSTMs. Practical knowledge is reinforced through Machine Learning Projects and insights into Agentic AI and AI monetization strategies. Finally, the course wraps up with Machine Learning Interview Questions, ensuring learners are well-prepared for real-world applications and job opportunities. Following are the topics covered in the Machine Learning Full Course 2025: 00:00:00 - Machine Learning Full Course 2025 00:34:48 - Machine Learning 00:47:14 - Machine Learning Roadmap in 2025 01:18:58 - KNN Tutorial 01:47:43 - Linear Algebra for Machine Learning 01:48:33 - Q Learning 02:19:08 - LLM Benchmarking 02:32:44 - Run LLM Models Locally 02:43:19 - Stable diffusion tutorial 03:33:39 - Hugging face 03:40:38 - Deep Learning 08:07:43 - Reinforcement Learning 08:16:01 - Meta New Lama 3.2 08:34:12 - Confusion Matrix Machine Learning 08:40:24 - LSTM 08:40:57 - Machine Learning Projects 09:04:06 - Microsoft Majorana 09:16:09 - Machine Learning Interview Questions ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Machine Learning tutorial videos: https://bit.ly/3fFR4f4 #MachineLearningCourse #MachineLearningFullCourse #MachineLearningWithPython #MachineLearningWithPythonFullCourse #MachineLearningTutorial #MachineLearningTutorialForBeginners #MachineLearning #MachineLearningTraining #Simplilearn #2025 ➡️ About Caltech Post Graduate Program In AI And Machine Learning Designed to boost your career as an AI and ML professional, this program showcases Caltech CTME's excellence and IBM's industry prowess. The artificial intelligence course covers key concepts like Statistics, Data Science with Python, Machine Learning, Deep Learning, NLP, and Reinforcement Learning through an interactive learning model with live sessions. Key Features ✅ Simplilearn's JobAssist helps you get noticed by top hiring companies ✅ PGP AI & ML completion certificate from Caltech CTME ✅ Masterclasses delivered by distinguished Caltech faculty and IBM experts ✅ Caltech CTME Circle Membership ✅ Earn up to 22 CEUs from Caltech CTME ✅ Online convocation by Caltech CTME Program Director ✅ IBM certificates for IBM courses ✅ Access to hackathons and Ask Me Anything sessions from IBM ✅ 25+ hands-on projects from the likes of Twitter, Mercedes Benz, Uber, and many more ✅ Seamless access to integrated labs ✅ Capstone projects in 3 domains ✅ 8X higher interaction in live online classes by industry experts Skills Covered ✅ Statistics ✅ Python ✅ Supervised Learning ✅ Unsupervised Learning ✅ Recommendation Systems ✅ NLP ✅ Neural Networks ✅ GANs ✅ Deep Learning ✅ Reinforcement Learning ✅ Speech Recognition ✅ Ensemble Learning ✅ Computer Vision 👉 Learn More At: https://www.simplilearn.com/pgp-ai-machine-learning-certification-training-course?utm_campaign=YXmlujXMrao&utm_medium=Lives&utm_source=Youtube

🚀 What You'll Learn

Complete understanding of the topic

Hands-on practical knowledge

Real-world examples and use cases

Industry best practices

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