Скачать или смотреть Machine Learning Full Course 2025 | Complete Machine Learning Tutorial For Beginners | Simplilearn

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In this video on Machine Learning with Python full course, you will understand the basics of machine learning and Python. In this Machine Learning tutorial for beginners, we will cover essential machine learning topics like applications of machine learning and machine learning concepts and understand why mathematics, statistics, and linear algebra are crucial. We'll also learn about regularization, dimensionality reduction, and PCA. We will perform a prediction analysis on the recently held US Elections. Finally, you will study the Machine Learning roadmap. Below are the topics covered in this video:

00:00:00 - Introduction to Machine Learning Full Course 2025
00:02:32 - What is Machine Learning
00:11:11 - Mathematics for machine learning
02:01:35 - Machine Learning Roadmap in 2025
02:14:01 - Machine learning Basics
03:16:01 - Machine Learning Algorithms
04:12:33 - RNN Tutorial
05:29:18 - KNN Tutorial
06:01:02 - Reinforcement Learning
10:28:07 - Confusion Matrix Machine Learning
10:46:18 - Stable diffusion tutorial
10:56:53 - Fake news detection using ML

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➡️ About Professional Certificate in AI and Machine Learning

Master AI, ML, and Generative AI with hands-on Python, Deep Learning, and Agentic Frameworks training. Gain real-world experience through projects and develop high-demand skills like AI automation, LLM proficiency, and machine learning. Stay ahead in the AI revolution and future-proof your career—start your journey today!

Key Features
✅ Program completion certificate from Purdue University Online and Simplilearn
✅ Live-online masterclasses delivered by Purdue faculty and staff and IBM experts
✅ Live interactive sessions on the latest AI trends, such as ChatGPT, generative AI, prompt engineering, and more
✅ Core curriculum delivered in live classes by industry experts
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Practical exposure to ChatGPT, LLM-based AI solutions, and other AI applications.
✅ 3 capstones and 15+ hands-on projects from various industry domains.
✅ Access to Purdue’s alumni association membership on program completion
✅ Exclusive hackathons and Ask Me Anything sessions by IBM

Learning Path
✅ PC AIML - Program Induction
✅ PC AIML: Programming Refresher
✅ PC AIML - Applied Data Science with Python
✅ PC AIML - Machine Learning
✅ PC AIML - Deep Learning Specialization
✅ PC AIML - Generative AI Literacy
✅ PC AIML - Generative AI Essentials by IBM
✅ PC AIML - Foundation Models and Generative AI Platforms by IBM
✅ PC AIML Capstone
Electives:
✅ Academic Masterclass by Purdue University Online
✅ Industry Masterclass by IBM
✅ PC AIML - NLP and Speech Recognition
✅ PC AIML - Advanced Generative AI
✅ PC AIML - Prompt Engineering Essentials by IBM
✅ PC AIML - Agentic AI Masterclass

Skills Covered
✅ Generative AI
✅ Prompt Engineering
✅ ChatGPT
✅ Conversational AI
✅ Large Language Models
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Ensemble Methods
✅ Deep Learning
✅ Natural Language Processing
✅ Speech Recognition
✅ Machine Learning Algorithms
✅ Agentic Frameworks

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