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In this video on Machine Learning Roadmap 2025 from Simplilearn, we’ll guide you through the essential skills, tools, and topics to master ML in 2025, whether you're just starting out or looking to advance your career in data science. We’ll cover foundational skills, including math, statistics, and key programming languages like Python, and dive into critical ML algorithms, deep learning, NLP, and computer vision—skills in high demand for future AI projects. Plus, we’ll explore MLOps techniques for deploying and maintaining models in production, and review top frameworks like TensorFlow, PyTorch, and scikit-learn. Don’t forget to like, subscribe, and join the discussion in the comments to connect with others on this learning journey.

00:00:00 - Introduction To Machine Learning Roadmap
00:01:04 - Month 1: Foundations Of Programming
00:02:14 - Month 2: Version Control And Data Structure
00:03:51 - Month 3: Access Data With Sql
00:04:38 - Month 4: Mathematics
00:05:30 - Month 5: Data Handling And Visualization
00:06:25 - Month 6: Machine Learning Fundamentals
00:08:20 - Month 7: Building And Training Models With Advanced Libraries
00:09:00 - Month 8: Advanced Machine Learning
00:10:15 - Month 9: Specialized Topics
00:10:45 - Month 10: Model Deployment
00:11:05 - Month 11: Cloud And Production

✅ Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH

⏩ Check out More Videos On AI By Simplilearn: https://www.youtube.com/playlist?list=PLEiEAq2VkUULyr_ftxpHB6DumOq1Zz2hq

#AI #MLRoadmap #MachineLearning #GenaAI #GenerativeAI #Simplilearn #2025

➡️ About Post Graduate Program in AI and Machine Learning

Boost your career with this AI and ML Certification program, delivered in collaboration with Purdue University and IBM. Learn in-demand skills such as machine learning, deep learning, NLP, computer vision, reinforcement learning, generative AI, prompt engineering, ChatGPT, and many more.

Key Features:
✅ Program completion certificate from Purdue University and Simplilearn
✅ Live-online masterclasses delivered by Purdue faculty 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
✅ Gain exposure to ChatGPT, OpenAI, Dall-E, Midjourney & other prominent tools
✅ 3 capstones and 25+ 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

Skills Covered:
✅ Generative AI
✅ Prompt Engineering
✅ ChatGPT
✅ Explainable AI
✅ Conversational AI
✅ Large Language Models
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Model Evaluation and Validation
✅ Ensemble Methods
✅ Deep Learning
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ Speech Recognition
✅ Machine Learning Algorithms

Learning Path:
✅ PG AIML - Program Induction
✅ PG AIML: Programming Refresher
✅ PG AIML - Python for Data Science (IBM)
✅ PG AIML - Applied Data Science with Python
✅ PG AIML - Machine Learning
✅ PG AIML - Deep Learning with TensorFlow (IBM)
✅ PG AIML - Deep Learning Specialization
✅ PG AIML - Essentials of Generative AI, Prompt Engineering & ChatGPT
✅ PG AIML - Capstone Project
Electives:
✅ Academic Masterclass by Purdue University Online
✅ Industry Masterclass by IBM
✅ PG AIML - ADL & Computer Vision
✅ PG AIML - NLP and Speech Recognition
✅ PG AIML - Reinforcement Learning
✅ PG AIML - Advanced Generative AI

👉 Learn More At: https://www.simplilearn.com/pgp-ai-machine-learning-certification-training-course?utm_campaign=CMbthSIjlNM&utm_medium=Description&utm_source=Youtube