by Simplilearn
Comprehensive AI and machine learning tutorial covering AI fundamentals, ML approaches, and an 8-month roadmap to becoming an AI engineer
A comprehensive course covering artificial intelligence fundamentals, machine learning techniques, and a structured 8-month learning path to become an AI engineer. Covers everything from basic concepts to deep learning and specializations.
Learn what artificial intelligence is - intelligence displayed by machines that simulates human and animal intelligence through intelligent agents that perceive their environment and take actions to maximize success.
Study real-world AI applications including self-driving cars, Siri, recommendation systems, and IBM Watson to understand how AI is used across industries.
Understand the relationships: AI mimics human intelligence, ML enables systems to learn from data automatically, and Data Science encompasses all data processing including AI and ML.
Master classification, categorization, clustering, trend analysis, anomaly detection, visualization, and decision-making techniques.
Explore applications in image processing, robotics, data mining, video games, text analysis, and healthcare.
Complete the 8-month plan: Month 1-2 (Python fundamentals), Month 3 (SQL and version control), Month 4 (math and statistics), Month 5 (machine learning), Month 6 (MLOps), Month 7 (deep learning), Month 8 (NLP or computer vision specialization).
