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The Deep Learning Full Course 2025 by Simplilearn, begins with an introduction to Artificial Intelligence (AI) and its connection to deep learning. It covers the core mathematical foundations of machine learning, followed by in-depth tutorials on Neural Networks, Recurrent Neural Networks (RNNs), and Convolutional Neural Networks (CNNs). Learners then move on to modern AI frameworks, exploring LangChain, LangGraph, and LangFlow, and understand how to build LLM chatbots and AI clones using Hugging Face. The course also includes hands-on machine learning projects and concludes with Deep Learning interview questions and answers, helping learners build strong technical and conceptual expertise in AI-driven development.

Following are the topics covered in the Artificial Intelligence Full Course 2025:

00:00:00 - Introduction to Deep Learning Full Course 2025
00:02:18 - Introduction to AI
00:21:24 - Deep Learning In AI
00:28:25 - What is Deep learning
01:13:18 - Mathematics for machine learning
03:03:42 - Deep Learning Tutorial
03:15:09 - Neural Network Tutorial
04:08:17 - Recurrent Neural Network Tutorial
05:06:58 - What Is LangChain?
05:21:09 - LangGraph Tutorial
05:36:00 - LangGraph vs LangChain vs LangFlow vs LangSmith
05:45:17 - Create LLM Chatbots full demo
06:27:12 - How to create AI Clone
06:27:44 - Hugging face
07:18:04 - Convolutional Neural Network
08:21:26 - Machine Learning Projects for Beginners
08:21:59 - Deep learning Interview Questions and Answers

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➡️ About Professional Certificate Program in Generative AI and Machine Learning

Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status.

Key Features:
✅ Program completion certificate from E&ICT Academy, IIT Guwahati
✅ Curriculum delivered in live virtual classes by seasoned industry experts
✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
✅ Eligibility for a campus immersion program organized at IIT Guwahati
✅ Exclusive hackathons and “ask-me-anything” sessions by IBM
✅ Certificates for IBM courses and industry masterclasses by IBM experts
✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies

Skills Covered:
✅ Generative AI
✅ Prompt Engineering
✅ Chatbot Development
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Model Evaluation and Validation
✅ Ensemble Methods
✅ Deep Learning
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ Machine Learning Algorithms
✅ Speech Recognition
✅ Statistics

Learning Path:
✅ Program Induction
✅ Programming Fundamentals
✅ Python for Data Science (IBM)
✅ Applied Data Science with Python
✅ Machine Learning
✅ Deep Learning with TensorFlow (IBM)
✅ Deep Learning Specialization
✅ Essentials of Generative AI, Prompt Engineering & ChatGPT
✅ Advanced Generative AI
✅ Capstone

👉 Learn More At: https://www.simplilearn.com/iitg-gene...

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