Udemy – AI Engineer Explorer Certificate Course 2025-6

AI Engineer Explorer Certificate Course. This course is a comprehensive training program for those interested in artificial intelligence, machine learning, and data science, which teaches the basics of these technologies without requiring any specific background. The course begins with Python programming training and covers basic concepts such as variables, loops, functions, and object-oriented programming. Then, participants are introduced to data science tools such as Pandas, NumPy, and Matplotlib, and gain skills in data preprocessing, exploratory analysis, and visualization. The mathematics section of the course includes linear algebra, calculus, and matrix operations, which are essential for understanding machine learning algorithms. It also teaches probability and statistics concepts such as distributions, Bayes’ theorem, and hypothesis testing with practical examples. Finally, the basics of machine learning, including linear regression, classification, and clustering, are presented using Scikit-learn. With practical projects and a certificate at the end of the course, this course is suitable for students, developers, and people who want to enter the world of artificial intelligence.

What you will learn

• Write clean Python code for AI applications using variables, loops, functions, and object-oriented programming.
• Analyze and manipulate data with Pandas and NumPy.
• Visualize datasets using Matplotlib and Seaborn.
• Understand core mathematical concepts such as linear algebra and calculus for artificial intelligence.
• Apply probability theory and statistics to solve artificial intelligence problems.
• Explain how machine learning models work and are trained.
• Build and evaluate basic ML models using Scikit-learn.
• Develop a strong foundation to pursue advanced AI and ML topics.

This course is suitable for people who:

• AI engineers and aspiring data scientists starting from scratch.
• Product managers and technology leaders seeking to understand the principles of artificial intelligence.
• Students preparing for advanced artificial intelligence (AI) or machine learning (ML) programs.
• Professionals who are transitioning to AI-focused roles.
• Anyone who wants to explore the world of AI without prior experience in coding or data science.

AI Engineer Explorer Certificate Course Details

• Publisher:  Udemy
• Instructor:  Jet Drag Academy: School of AI
• Training level: Beginner to advanced
• Training duration: 12 hours and 42 minutes

Course syllabus in 2025/6

AI Engineer Explorer Certificate Course Prerequisites

• No prior programming or AI experience is required — this course is beginner-friendly
• A computer (Windows, macOS, or Linux) with internet access
• Willingness to learn and experiment with new concepts
• Basic familiarity with high school math (algebra and arithmetic is helpful but not mandatory)
• Ability to install software like Python, Jupyter Notebook, and required libraries (we’ll guide you step-by-step)
• Curiosity about how AI works and a passion for problem-solving
• A commitment to completing lessons and hands-on exercises
• Optional: A notebook or digital note-taking tool to jot down key ideas and formulas

Course images

Sample course video

Download link

Download Part 1 – 1 GB

Download Part 2 – 1 GB

Download Part 3 – 1 GB

Download Part 4 – 1 GB

Download Part 5 – 1 GB

Download Part 6 – 310 MB

File(s) password: www.downloadly.ir

File size

5.3 GB