Ai & Ml Career Roadmap 2027 | Learn Python, Machine Learning & Deep Learning | Simplilearn

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This video on AI and Machine Learning Roadmap 2027 by Simplilearn explains how beginners can start learning AI and machine learning step by step. Explore the five-stage AI roadmap, starting with Python, statistics, NumPy, Pandas, and data handling. Learn machine learning concepts like regression, classification, clustering, and model evaluation using scikit-learn. Understand neural networks, deep learning, PyTorch, and TensorFlow. Discover how to build AI assistants using prompt engineering, RAG, and AI agents. Learn to deploy AI projects using Streamlit, Docker, GitHub, and cloud platforms. The video also covers practical AI portfolio projects, resume tips, certifications, and interview preparation. By the end, you'll have a clear learning path to develop AI skills and prepare for AI Engineer and Machine Learning Engineer roles in 2027.


00:00:00 Introduction to AI & Machine Learning Roadmap 2027
00:01:56 Agenda
00:04:24 Quiz Question
00:04:41 Why 2027 Is the Right Time to Learn AI
00:06:11 Five-Stage AI & ML Roadmap
00:06:55 Stage 1: Python, Statistics and Data Handling
00:08:02 Stage 2: Machine Learning Basics
00:10:11 Stage 3: Neural Networks and Deep Learning
00:11:51 Stage 4: Building with AI Assistants
00:13:50 Stage 5: Deploying Your AI Project
00:15:29 Three AI & ML Portfolio Projects
00:16:50 Resume, Interviews and Certifications
00:18:31 Your First Step This Week
00:19:16 Outro

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➡️ About Applied Agentic AI: Systems, Design & Impact

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Key Features

✅ Master agentic AI systems, planning frameworks, multi-agent ecosystems, and product strategy in a 10-week, practitioner-level program
✅ Stay ahead of emerging AI trends through Simplilearn's AI Impact Studio and build the skills to identify AI opportunities, automate workflows, and build intelligent AI solutions
✅ Develop expertise in agentic frameworks, multi-agent systems, RAG, MCP, planning systems, workflow automation, and more
✅ Work tools and frameworks like LangChain, AutoGen, CrewAI, n8n, Lovable, Miro, Figma, LangSmith, Jupyter
✅ Brush up on Python essentials and AI-ready workflows before diving into the core Agentic AI courses
✅ Join live, online interactive classes with peer-to-peer engagement on Slack, mentoring sessions, and dedicated cohort support
✅ Earn a joint program completion certificate from Microsoft and Simplilearn
✅ Secure Microsoft Learn badges on the Microsoft Learn portal for the Microsoft-branded courses
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies

Skills Covered
✅Workflow Automation
✅ Agentic Frameworks
✅ MultiAgent Systems
✅ Intelligent Automation
✅ GTM for Agentic AI
✅ Ethics and Transparency
✅ LLM Function Calling
✅ Planning Systems
✅ Prompt Engineering
✅UX and UI with Agentic AI
✅ Copilots
✅MCP
✅ RAG

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