This AI Full Course 2025 from Simplilearn is designed for beginners and aspiring AI engineers who want to build strong, practical knowledge in artificial intelligence, machine learning, and generative AI. The course provides a complete roadmap from foundational concepts to advanced AI applications used in modern industry.
The course begins with an introduction to artificial intelligence and an AI engineer roadmap, helping learners understand the skills required to enter the AI field. It then moves into core topics such as deep learning, neural networks, and the mathematical foundations of machine learning.
Students will explore reinforcement learning, recurrent neural networks, and transformers, which are essential technologies behind modern AI systems like ChatGPT and other large language models.
A major focus of the course is hands-on AI development, including building LLM chatbots, creating AI clones, and developing AI-powered applications such as iOS apps. These practical projects help learners apply theoretical knowledge in real-world scenarios.
The course also covers advanced topics such as multimodal AI, AI bias, and generative AI systems, providing insight into modern AI challenges and innovations. Additionally, learners will work on AI projects and explore the top AI skills required for 2025.
Finally, the course prepares learners for the job market with machine learning interview questions and answers, helping them transition into AI engineering roles.
By the end of this course, learners will have a complete understanding of artificial intelligence, deep learning, transformers, LLMs, and practical AI development skills.
