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Professional Certificate in AI and Machine Learning
Boost Your Career With AI ML Course
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Application closes on
12 Feb, 2026Program Duration
6 monthsLearning Format
Live, Online, Interactive
Why Join this Program
Earn an Elite CertificateReceive a program completion certificate from Michigan Engineering Professional Education.
Experience Hands-On LearningBuild conversational chatbots and drive AI automation through industry-relevant hands-on projects.
Work With In-Demand AI ToolsBuild expertise with 15+ modern AI ML tools, including Python, TensorFlow, Numpy, ChatGPT, Zapier.
IBM’s Industry ProwessObtain IBM certificates for IBM courses, get access to masterclasses and hackathons by IBM experts.
Program Overview
Build advanced skills in Python, data science, machine learning, deep learning, NLP, and generative AI with this Professional Certificate in AI and Machine Learning program. Gain practical experience through integrated labs, industry-aligned projects, and a capstone designed to help you solve real-world challenges.
Key Features
- Earn a program completion certificate from Michigan Engineering Professional Education
- Secure Michigan Eng Pro-Ed digital badge, powered by Simplilearn after successful program completion
- Boost your professional profile with three industry-recognized IBM course certificates
- Attend masterclasses delivered by industry thought leaders and IBM experts
AI Program Advantage
Boost your career with an AI and ML certificate. Develop deep learning, GenAI, and AI automation skills, work on real-world projects, and get industry-recognized credentials. Stay ahead in the AI revolution to unlock top job opportunities.
Partnering With Michigan Eng Pro-Ed
- Learn about generative AI to stay ahead of the curve
- Build and deploy real-time AI-powered applications
- Understand advanced concepts like agentic AI, GANs & VAEs
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Powered by Simplilearn
- Earn a joint Michigan Eng Pro-Ed - Simplilearn digital badge
- Curriculum developed by industry experts and backed by ME_OPE
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Program Details
This carefully curated program will lead you towards a successful career in AI and ML. You’ll explore some of the latest advancements in AI, such as ChatGPT and GenAI, create conversational chatbots, learn content generation and LLMs, and more.
Learning Path
This induction sets the stage for the program, offered by Michigan Engineering Professional Education, powered by Simplilearn. Start your journey with a comprehensive introduction to the program, covering the curriculum, key objectives, and outcomes.
- Introduction to Python Programming
- Python Data Types and Operators
- Conditional Statements and Loops
- Error and File Handling
- Python Functions
- Python fundamentals: strings, Lambda functions, and lists.
- NumPy for array manipulation
- Linear algebra basics
- Statistical concepts (central tendency, dispersion, skewness, covariance, correlation)
- Hypothesis testing methods covered: Z-test, T-test, ANOVA, and pandas data manipulation
- Data visualization skills acquired: Matplotlib, Seaborn, Plotly, and Bokeh libraries
- Machine learning pipeline
- Supervised learning: regression, classification
- Experience in unsupervised learning: clustering and ensemble modeling
- Evaluation of TensorFlow and Keras frameworks
- Hands-on with PyTorch for recommendation engines
- Comprehensive understanding of ML approaches & applications
- Explore deep learning vs. machine learning
- Fundamental concepts & applications covered
- Neural networks, propagation, TensorFlow 2, and Keras
- Performance enhancement & model interpretability techniques
- CNNs, transfer learning, object detection
- RNNs, autoencoders, PyTorch neural networks
- Effective building & optimizing models with Keras and TensorFlow
- Transformer Algorithms
- GANs and VAE
- ChatGPT Models
- Large Language Models (LLMs)
- Neural Networks
- Image Generation and Video Generation
- Introduction to Generative AI
- Capabilities of Generative AI
- Tools for Text Generation
- Tools for Audio and Video Generation
- Understand Deep Learning and Large Language Models
- Introduction to Foundation Models
- Know about Pre-trained Models: Text-to-Text Generation, Text-to-Image Generation, Text-to-Code Generation
- Hands-on Lab: Develop AI Applications with the Foundation Models
- Develop AI Applications for Code Generation
- IBM watsonx.ai
Learn to implement the skills you've gained throughout the program in this capstone project. Solve industry-specific challenges using AI and ML tools to showcase your expertise to potential employers.
Electives:
- Learn effective AI prompting techniques using ChatGPT, Gemini, and Claude
- Understand and apply prompt engineering frameworks
- Optimise outputs by using Chain-of-Thought (CoT) prompting
- Enhance AI reasoning and accuracy for real-world problem-solving
- Apply ML algorithms to process large-scale natural language data
- Explore natural language understanding and feature engineering
- Study natural language generation and automated speech recognition
- Learn speech-to-text and text-to-speech conversion techniques
- Understand how voice assistant devices work
- Gain deep insight into NLP and speech recognition for advanced applications
- Dive into generative models like VAEs, GANs, LLMs, and transformers
- Understand attention mechanisms and their applications
- Explore LangChain workflow design and advanced prompt engineering
- Build and refine applications using cutting-edge LLMs for specific tasks
- Participate in live, interactive sessions led by IBM experts
- Gain essential skills in AI, generative AI, and machine learning
- Learn strategies to drive innovation in your organisation
- Stay ahead with knowledge that gives you a competitive advantage
- Understand the evolution of autonomous AI agents
- Learn how agents plan, reason, and execute complex tasks
- Design and build AI-driven agents with minimal human intervention
- Deploy agentic AI solutions for real-world impact
An Immersive Learning Experience
Learn from Industry Experts
Learn from instructors focused to equip you with hands-on skills and industry first curriculum.
Flexi Learn
Missed a class? Access recordings to always maintain learning progress and keep up with your cohort.
Mentoring session(s)
Expert guidance sessions from mentors for doubt clarifications, project assistance, and learning support.
Learning Support
Get a dedicated Cohort Manager for all your queries and help you succeed at every learning step.
Learn from Industry Experts
Learn from instructors focused to equip you with hands-on skills and industry first curriculum.
Flexi Learn
Mentoring session(s)
Learning Support
Program Trainers
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Simon Travasoli
25+ years of experienceSenior Manager - Advanced Analytics
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Rocky Jagtiani
24+ years of experienceAI and ML Trainer
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Nikhil Garg
16+ years of experienceData Science Instructor
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Next
Career Support
Simplilearn Career Assistance
Simplilearn’s Career Services program, offered in partnership with Prentus, is a service that helps you to be career-ready for the workforce and land your dream job in U.S. markets.
Access to workshops, networking tools, and community support
Stay on top of your job hunt with a smart tracker and job board
Build an ATS-friendly resume using the AI Resume Builder
Practice anytime with the AI-powered Mock Interview Coach
Join the AI and ML Industry
AI, the revolutionary digital frontier, has far-reaching impacts on business and society. With the projected exponential growth of the AI market, this program is ideal for individuals aiming to be at the forefront of this transformative trend.
$267 billionExpected global AI market value by 2027
37.3%Projected CAGR of the global AI market from 2023-2030
$15.7 trillionExpected total contribution of AI to the global economy by 2030
Firms Hiring AI ML Experts
Batch Profile
The diversity of learners in our cohorts fosters vibrant classroom discussions and interactions. Our program caters to learners from various sectors and professional backgrounds.
- The class consists of learners from excellent organizations and diverse industriesIndustryInformation Technology - 43%Manufacturing - 20%Software & Product - 13%Pharma & Healthcare - 7%BFSI - 7%Others - 10%Companies
Admission Details
Application Process
The application process consists of three simple steps:
STEP 1
Submit Application
Briefly outline your education and professional experience.
STEP 2
Reserve Your Seat
Secure your seat by completing the program fee payment.
STEP 3
Start Learning
Begin your learning journey on the designated cohort start date.
Eligibility Criteria
For admission to this Professional Certificate in AI and ML program, candidates should:
Be at least 18 years old and have a high school diploma or equivalent
Have 2+ years of work experience (preferred but not mandatory)
Have a basic understanding of programming concepts and mathematics
Admission Fee & Financing
The admission fee for this program is $4,300
Financing Options
We are dedicated to making our programs accessible. We are committed to helping you find a way to budget for this program and offer a variety of financing options to make it more economical.
Total Program Fee
$4,300
Pay In Installments, as low as
$430/month
You can pay monthly installments for Post Graduate Programs using Splitit or Klarna payment option with low APR and no hidden fees.
Apply Now
Program Benefits
- Certificate from Michigan Engineering Professional Education
- Michigan Eng Pro-Ed digital badge, powered by Simplilearn
- Comprehensive AI/ML curriculum delivered by industry experts
- Exposure to GenAI, prompt engineering, ChatGPT, and more
- In-depth focus on ML algorithms, NLP, LLMs, agentic AI, etc.
Program Cohorts
Next Cohort
Got Questions Regarding Cohort Dates?
FAQs
What is the Professional Certificate in AI and Machine Learning program?
This AI and machine learning program, by Michigan Engineering Professional Education in collaboration with IBM, helps learners gain the AI and ML skills organizations across all industries seek today. It covers Python programming, applied data science, machine and deep learning, statistics, generative AI, NLP and speech recognition, agentic AI, and more.
Why should I enroll in an AI and ML program?
AI and ML skills are in high demand today. Enrolling in and completing an AI and machine learning program demonstrates your commitment to learning and validates your professional skills. This AI ML course provides in-depth training and job-ready skills to help you stand out to employers.
What role does the University of Michigan play in the program's curriculum and quality oversight?
The program curriculum is vetted by the Michigan Engineering Professional Education, although the instructors are not employees of the University of Michigan. In addition to approving program content, Michigan Engineering Professional Education staff provides oversight of this program in relation to instructor assessment process, quality assurance, student satisfaction, and program outcomes.
What are the key benefits of this AI and ML course?
The key benefits of this AI and machine learning program include:
- Learn from a comprehensive course curriculum developed by industry experts and backed by Michigan Eng Pro-Ed
- Engage in live, interactive online classes led by industry experts
- Gain insights in masterclasses from IBM experts
- Get hands-on, industry-relevant training through real-world projects
- Learn 15+ tools like ChatGPT, Gemini, Claude, Keras, TensorFlow, Python, etc.
- Earn a program completion certificate from Michigan Eng Pro-Ed
Is a career in AI and ML a good choice?
Organizations worldwide are rapidly integrating AI and machine learning into their operations, including finance, sales and marketing, product development and design, software engineering, business intelligence and strategy, and more. They need qualified professionals to build and implement AI/ML solutions to stay competitive in today's fast-paced world. So, skilled AI/ML professionals have plenty of career opportunities.
Is there a strong demand for AI and ML professionals?
In short, there is a high demand for professionals with AI skills. According to the 2024 Work Trend Index Annual Report by Microsoft and LinkedIn:
- 66% of business leaders say they won’t consider hiring someone without AI skills
- Top industries adding AI aptitude to job requirements include administrative and support services, real estate, entertainment, retail, professional services, construction, and more.
- Creative, software, and business professionals are already future-proofing their career prospects with AI skills
- Acknowledgement
- PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, OPM3 and the PMI ATP seal are the registered marks of the Project Management Institute, Inc.
- *All trademarks are the property of their respective owners and their inclusion does not imply endorsement or affiliation.
- Career Impact Results vary based on experience and numerous factors.