Machine Learning Full Course In 10 Hrs | Machine Learning Full Course For Beginners | Simplilearn

Simplilearn December 8, 2025
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Simplilearn is the world’s leading online training provider and has helped over 8 million professionals, and corporations acquire the skills they need to succeed in the digital economy. From artificial intelligence to cyber security, and from product management to software development, we work with the world’s leading universities, technology companies, and certification bodies to bring you the latest skills tied to the most rewarding careers. Whether you’re a recent graduate, seasoned professional, senior executive or manager looking to upskill your organization, we have the program for you.

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🔥Advanced Executive Program In Applied Generative AI - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=ReplaceWitha-8lVS8BCGs&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥Professional Certificate Course in Generative AI and Machine Learning - https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=ReplaceWitha-8lVS8BCGs&utm_medium=DescriptionFirstFold&utm_source=Youtube ️🔥 Applied Generative AI Specialization, delivered by Simplilearn in collaboration with Purdue University - https://www.simplilearn.com/applied-ai-course?utm_campaign=ReplaceWitha-8lVS8BCGs&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥Professional Certificate Program in Generative AI and Machine Learning - IITG (India Only) - https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=ReplaceWitha-8lVS8BCGs&utm_medium=DescriptionFirstFold&utm_source=Youtube In this "Machine Learning Full Course" you will learn the full spectrum of Machine Learning, Deep Learning, and Artificial Intelligence with clear explanations and hands-on Python implementation. The course covers all major ML algorithms such as Linear Regression, Logistic Regression, Decision Trees, Random Forests, Naive Bayes, SVM, K Means, PCA, Gradient Boosting, and XGBoost. You will learn data preprocessing, feature engineering, model evaluation, and end-to-end workflows used by data scientists and machine learning engineers. Every concept is taught with practical coding in Python using NumPy, Pandas, Matplotlib, and Scikit Learn so you can build real ML models from scratch. You will also explore Deep Learning and Neural Networks in depth, starting from perceptrons and activation functions to backpropagation and optimization methods. The course guides you through building neural networks with TensorFlow and Keras and then takes you into advanced architectures such as Convolutional Neural Networks for image tasks, Recurrent Neural Networks and LSTMs for sequence modeling, and practical deep learning pipelines. With real projects, clear step by step explanations, and industry focused training, this 10 hour masterclass equips you with the skills to begin a career in AI, prepare for data science interviews, or build intelligent applications using modern Machine Learning and Deep Learning techniques. ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out More AI Videos By Simplilearn: https://youtube.com/playlist?list=PLEiEAq2VkUULyr_ftxpHB6DumOq1Zz2hq #machinelearning #deeplearning #neuralnetworks #pythonprogramming #aicourse #mlcourse #datascience #tensorflow #keras #pytorch #scikitlearn #simplilearn ➡️ About Advanced Executive Program In Applied Generative AI This Applied Generative AI course will equip you with the skills to deploy generative AI techniques in real-world scenarios. You will gain a comprehensive understanding of applied generative AI, by mastering concepts like Agentic frameworks, LLMs, prompt engineering and more. Learn advanced topics such as fine-tuning, MCP, and real-life AI applications. Key Features ✅ Program completion certificate from IITM Pravartak Technologies Foundation ✅ 70+ hours of core curriculum delivered in live online classes by industry experts ✅ Exclusive masterclasses by distinguished faculty and/or alumni from premier institutes such as IITM and other IITs ✅ Hands-on learning through 60+ exercises and 7 industry-relevant projects, with seamless access to integrated labs ✅ Develop generative AI-enabled applications through hands-on projects ✅ Exposure to Copilot, Azure AI Studio, ChatGPT, OpenAI, Dall-E 2, Hugging Face & other prominent tools ✅ Opportunity to attend a 2-day campus immersion at IIT Madras Research Park Learning Path ✅ Program Induction ✅ Python Refresher with AI (Optional) ✅ AI Literacy ✅ Advanced Generative AI: Models and Architecture ✅ Advanced Generative AI: Building LLM Applications ✅ Advanced Generative AI: Agentic frameworks with Model Context & Tooling Protocols ✅ Advanced Generative AI: Image Generation Capabilities ✅ Generative AI Governance ✅ Capstone Project Electives: ✅ Microsoft Azure AI Fundamentals: Generative AI ✅ Build a Foundation to Extend Microsoft 365 Copilot ✅ Academic Master Class Skills Covered ✅ Python Programming ✅ Prompt Engineering ✅ Variational Autoencoders ✅ Generative Adversarial Networks ✅ LLM Architecture ✅ Agentic Frameworks ✅ Developing and Optimizing AI Agents ✅ Langchain for Workflow Design ✅ GenAI Application Development ✅ MultiAgent systems using MCP ✅ LLM Benchmarking ✅ Stable Diffusion ✅ Generative AI Governance 👉 Enroll Now: https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=ReplaceWitha-8lVS8BCGs&utm_medium=Description&utm_source=Youtube 🔥🔥

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