Description
The 12-Week AI Certification Program is a course from AI fundamentals to advanced real-world applications published by Udemy Online Academy. In this twelve-week course, participants explore core concepts in AI, machine learning, generative AI, large language models (LLM), AI agents, and intelligent automation, while gaining hands-on experience through hands-on projects and case studies. The program covers data preparation, model development, rapid engineering, recovery additive manufacturing (RAG), AI workflow design, deployment strategies, and responsible AI practices.
The program starts with the fundamentals of AI and computing and helps you understand how intelligent systems work, how software has evolved from rule-based logic to learning-based systems, and how data, algorithms, and models power modern AI applications. You’ll set up your own AI development environment and build your first intelligent system through a rule-based AI lab suitable for beginners. By the end of this 12-week AI certification, you’ll have completed 12 hands-on labs and a portfolio-ready final project. This course is ideal for beginners, professionals, developers, analysts, managers, and anyone who wants to gain practical, job-ready skills in AI and build real-world AI systems from start to finish.
What you will learn in 12-Week AI Certification Program:
- Understand the core concepts of AI, including how AI systems work, where they are used, and how they can make a real-world impact.
- Build practical AI projects using Python, NumPy, Pandas, and common data processing techniques.
- Clean, analyze, visualize, and prepare data for machine learning and AI applications.
- Train, evaluate, and improve machine learning models for regression, classification, clustering, and prediction tasks.
- Understand the basics of deep learning, neural networks, activation functions, backpropagation, and model training.
- Build entry-level applications in natural language processing, computer vision, and large language models.
- Apply rapid engineering techniques to generate better outputs from LLMs and AI assistants.
- Design and build basic AI agents using tools, memory, vector databases, and automation workflows.
- And…
Course specifications
Publisher: Udemy
Instructors: School of AI and Arjun Vaid
Language: English
Level: Introductory
Number of Lessons: 73
Duration: 23 hours and 22 minutes
Course topics
12-Week AI Certification Program Prerequisites
No advanced AI or machine learning experience is required.
Basic computer skills are helpful, such as installing software, using folders, and working with files.
Basic programming knowledge is helpful, but the course starts with beginner-friendly Python concepts.
A laptop or desktop computer is required to complete the hands-on labs and projects.
Internet access is recommended for downloading tools, libraries, datasets, and course resources.
Learners should be willing to practice coding, experiment with AI tools, and build projects step by step.
Familiarity with basic math concepts such as averages, percentages, and simple graphs is helpful but not required.
No prior experience with Machine Learning, Deep Learning, NLP, Computer Vision, LLMs, or AI Agents is required.
The course is designed for beginners, professionals, students, developers, analysts, and anyone who wants to build practical AI skills.
Most importantly, learners should come with curiosity, consistency, and a willingness to learn by building.
Pictures
12-Week AI Certification Program introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 1080p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
6 GB
