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In this video by Simplilearn, we’ve crafted a comprehensive AI Engineer roadmap, breaking down each stage to make your learning journey clear and achievable. Starting with foundational skills and getting familiar with key tools, we dive into learning Python and data structures, followed by database management, data manipulation, and essential mathematics. We then cover data analysis and core machine learning concepts before moving on to deployment, specialization, and advanced topics. Finally, we explore the importance of specialization, networking, and community engagement. Organized by months and weeks, this roadmap is designed to make becoming an AI Engineer manageable, structured, and exciting!
00:00:04 - Introduction
00:01:02 - Building Foundations and Getting Started
00:01:44 - Learning Python and Data Structures
00:02:47 - Database Management, Data Manipulation and Mathematics
00:04:55 - Data Analysis and Core Machine Learning
00:05:56 - Deployment, Specialization and Advanced Topics
00:07:13 - Specialization, Networking and Community Engagement
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#AI #AIRoadmap #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=X4dBmEDJz9w&utm_medium=Description&utm_source=Youtube