Скачать или смотреть AI Python For Beginners 2025 | Python For Beginners Course | AI Python Tutorial | Simplilearn

🔥Purdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-a...
🔥Professional Certificate Program in Generative AI and Machine Learning - IITG (India Only) - https://www.simplilearn.com/iitg-gene...
🔥Advanced Executive Program In Applied Generative AI - https://www.simplilearn.com/applied-g...

In this video, you'll learn the fundamentals of Artificial Intelligence using Python. We begin with what AI is and why Python is ideal for building intelligent systems. You’ll explore Python basics, data structures, and essential libraries like NumPy, Pandas, Matplotlib, and Seaborn. We then cover key machine learning concepts—supervised vs. unsupervised learning, regression, classification, and model evaluation using Scikit-learn. Next, we dive into deep learning with neural networks, CNNs for image classification, data augmentation, and transfer learning using TensorFlow and Keras. Finally, we introduce Natural Language Processing with text preprocessing, sentiment analysis, and word embeddings. This video equips you with practical, beginner-friendly AI skills to start building real projects.

00:00:07 Introduction to AI and Python
00:07:53 Essential Python Libraries for AI
00:12:32 Machine Learning Fundamentals
00:22:10 Implementing Machine Learning Models with Scikit-learn
00:30:35 Introduction to Neural Networks
00:38:15 Deep Learning for Image Classification
00:45:50 Natural Language Processing(NLP) Basics
00:52:55 building and training a CNN

This beginner-friendly course introduces you to Artificial Intelligence using Python. You'll start with Python basics, essential libraries, and tools for data analysis and visualization. Learn core machine learning algorithms, neural networks, and image classification with CNNs. The course also includes hands-on practice with Scikit-learn, TensorFlow, and Keras. Finally, you’ll explore Natural Language Processing techniques like tokenization and sentiment analysis. No prior AI experience needed—just a passion to learn and build smart applications with Python.

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➡️ About the 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
✅ Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
✅ 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
✅ Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more
✅ 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:
✅ IITG AI: Program Induction
✅ IITG AI: Programming Fundamentals
✅ IITG AI: Python for Data Science (IBM)
✅ IITG AI: Applied Data Science with Python
✅ IITG AI: Machine Learning
✅ IITG AI: Deep Learning with TensorFlow (IBM)
✅ IITG AI: Deep Learning Specialization
✅ IITG AI: Essentials of Generative AI, Prompt Engineering & ChatGPT
✅ IITG AI: Advanced Generative AI
✅ IITG AI: Capstone
Electives:
✅ IITG AI: ADL & Computer Vision
✅ IITG AI: NLP and Speech Recognition
✅ IITG AI: Reinforcement Learning
✅ IITG AI: Academic Masterclass
✅ IITG AI: Industry Masterclass

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