Professional Certificate in Machine Learning and Artificial Intelligence
Advance Your Business Problem-Solving Skills with ML/AI
Overview
The Professional Certificate in Machine Learning and Artificial Intelligence by UC Berkeley Executive Education is designed to build job-ready capabilities through hands-on, applied learning. Developed with academic and industry expertise, the program focuses on solving real-world technical and business challenges using modern machine learning (ML), AI, and generative AI (gen AI) tools.
You will gain practical experience across the ML/AI lifecycle, work on applied projects, and develop skills that translate directly to workplace contexts. By the end of the program, you will be prepared to lead AI-driven roles and advance your career in this rapidly evolving field.
Key Takeaways
Master ML and AI Fundamentals
Develop a strong understanding of core ML/AI concepts, and learn how to select appropriate models for different business challenges.
Apply the ML Lifecycle
Implement the end-to-end ML and data science lifecycle to address real-world organizational problems and opportunities.
Collaborate with Industry Experts
Engage with practitioners and mentors to gain insights into the technical, strategic, and business applications of ML and AI.
Evaluate and Leverage Gen AI
Analyze gen AI models such as ChatGPT, and explore innovative ways to apply them across business functions and use cases.
Build a Professional AI Portfolio
Create a market-ready GitHub portfolio that showcases your projects and practical skills.
More about the Machine Learning and Artificial Intelligence program
The Learning Journey
The program combines faculty-led instruction with hands-on learning to build in-demand ML and AI skills. Through coding exercises, demonstrations, discussions, quizzes, and a capstone project, participants gain practical experience and develop a GitHub portfolio that showcases their expertise to employers.
Explore the Potential of Gen AI
Gain a strong foundation in gen AI and its real-world applications. Through dedicated coursework, you will explore the capabilities and limitations of gen AI technologies, learn to integrate AI models and APIs into business workflows, and work with image generators and language models.
Industry Insights
Explore real-world applications of ML and AI through industry examples, such as Peet's Coffee using ML to optimize new store locations.
Tools and Resources in the Program
Gain hands-on experience with industry-relevant tools and platforms, including:
- Python
- Jupyter
- Pandas
- Google Colab
- Seaborn
- Plotly
- GitHub
- Codio
Capstone Project
Complete a capstone project that applies ML and AI concepts to a real-world challenge while developing a GitHub portfolio that demonstrates your skills to employers.
Who's it for
The Professional Certificate in Machine Learning and Artificial Intelligence from Berkeley Executive Education is designed for professionals looking to develop practical ML/AI skills for real-world applications and career growth. The program is ideal for, but not limited to:
- IT and engineering professionals seeking to advance their careers in AI-driven industries
- Data and business analysts looking to expand their expertise and unlock new growth opportunities
- STEM graduates and academics aiming to transition into industry and apply emerging technologies at scale
Want to approach your employer about supporting your development? Check out this article.
Format & Structure
Online
- This program guides you as you navigate your journey to your new career path, including crafting an elevator pitch and communication tips
- You will come away with a professional-quality GitHub portfolio presentation that you can share on your LinkedIn profile or with potential employers
- Enrolling in the program can become your first step toward pursuing the UC Berkeley Executive Education Certificate of Business Excellence (COBE)
- World-renowned faculty and notable guest speakers
- This program fulfills four curriculum days (minimum requirement of 17 curriculum days) towards the COBE
- Upon completion of the program get awarded the Certificate of Completion from UC Berkeley Executive Education
Dates & Costs
Online
What people are saying
Get more information
How practical is the learning experience in The Professional Certificate in Machine Learning and Artificial Intelligence program?
The Professional Certificate in Machine Learning and Artificial Intelligence program curriculum combines conceptual learning with hands-on application. Participants work with industry-standard tools, complete coding exercises, and apply their knowledge to real-world challenges through projects and a final capstone.
What kind of portfolio can I build during the program?
Throughout the Professional Certificate in Machine Learning and Artificial Intelligence program, you will develop projects that demonstrate your ability to solve business and technical problems using AI and ML techniques. These projects can help showcase your skills to employers and professional networks.
Can working professionals manage the workload alongside a full-time job?
Yes, the program is designed for busy professionals and follows a structured online format. While it requires consistent weekly commitment, the flexible learning model allows participants to engage with most program materials on their own schedule.
Which technologies and tools will I gain experience with?
Participants gain hands-on experience with widely used AI and ML tools, including Python, Jupyter, Google Colab, Pandas, GitHub, and more. These tools are integrated throughout the coursework and projects to help develop practical, job-relevant skills.
How does the program support long-term career growth in AI?
In addition to building technical capabilities, the program helps participants understand how AI can be applied across industries. The combination of practical projects, emerging AI topics, and exposure to industry perspectives can help learners prepare for new roles, expanded responsibilities, or career transitions.
Partner
UC Berkeley Executive Education is collaborating with online education provider Emeritus to offer a portfolio of high-impact online programs. These programs leverage UC Berkeley Executive Education's thought leadership in management practice developed over years of research, teaching, and application. By working with Emeritus, we are able to broaden access beyond our on-campus offerings in a collaborative and engaging format that stays true to the quality of the University of California, Berkeley.
Faculty
Joshua Hug
Associate Teaching Professor, Electrical Engineering and Computer Sciences at UC Berkeley
Reed Walker
Professor | Transamerica Chair in Business Strategy | Business & Public Policy | Energy Institute | Sustainability, Haas School of Business
Jonathan Kolstad
Professor | Henry J. Kaiser Chair Economic Analysis & Policy | Graduate Program in Health Management
Certificates
Certificate of Completion
Signal your professional achievement to your network and get recognized for your completion! Upon successful completion of the program, UC Berkeley Executive Education grants a verified digital certificate of completion to participants that you are encouraged to add to your profiles.
Note: This program results in a digital certificate of completion and is not eligible for degree credit/CEUs. After successful completion of the program, your verified digital certificate will be emailed to you directly. All certificate images are for illustrative purposes only and may be subject to change at the discretion of UC Berkeley Executive Education.
Certificate of Business Excellence
Participants in the Certificate of Business Excellence (COBE) program will earn a mark of distinction from a world-class university, gain access to a powerful global network, and enjoy the flexibility of completing the program in up to three years. A UC Berkeley Certificate of Business Excellence allows individuals to create a personal learning journey structured by our four academic pillars to gain management essentials in Leadership, Entrepreneurship, Strategy, and Finance to drive both personal and organizational development.
