🔥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=RThpeperNHk&utm_medium=DescriptionFirstFold&utm_source=Youtube
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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 - Introduction to Machine Learning Full Course
01:01:30 - Machine Learning Tutorial
01:13:56 - Machine Learning Roadmap in 2025
01:42:41 - Linear Algebra for Machine Learning
02:14:25 - KNN Tutorial
02:21:24 - Deep Learning
02:49:24 - Machine Learning Tutorial
07:16:29 - Reinforcement Learning
08:06:49 - Hugging face
08:15:42 - LLM Benchmarkeing
08:29:18 - Run LLM Models Locally
08:35:30 - LSTM
08:46:05 - Stable diffusion tutorial
08:54:23 - Meta New Lama 3.2
09:12:34 - Confusion Matrix Machine Learning
09:13:24 - Q Learning
09:35:39 - Machine Learning Projects
10:05:28 - Machine Learning Interview Questions
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➡️ 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/pgp-ai-machine-learning-certification-training-course?utm_campaign=RThpeperNHk&utm_medium=Description&utm_source=Youtube