• Application closes on

    7 May, 2025
  • Program duration

    6 months
  • Learning Format

    Live, Online, Interactive

Why Join this Program

Corporate Training

Enterprise training for teams

    Learning Path

    • Discover the principles of AI automation, analysis, and much more from this AI ML Course, which is offered in collaboration with Purdue University Online. Begin your AI adventure by enrolling in this AI and ML course.

      • Procedural & OOP understanding
      • Python's Advantages Exploration
      • Jupyter Notebook utilization
      • Implementing identifiers, indentations, comments
      • Python data types, operators, strings
      • Mastery of Python loops
      • OOP principles comprehension
      • Methods, attributes, access modifiers insight
      • Python fundamentals: strings, Lambda functions, and lists
      • NumPy for array manipulation 
      • Linear algebra basics
      • Statistical concepts (central tendency, dispersion, skewness, covariance, correlation)
      • Machine learning pipeline
      • Supervised learning: regression, classification
      • Experience in unsupervised learning: clustering and ensemble modeling
      • Evaluation of TensorFlow and Keras frameworks
      • Explore deep learning vs. machine learning
      • Fundamental concepts & applications covered
      • Neural networks, propagation, TensorFlow 2, and Keras
      • Performance enhancement & model interpretability techniques
      • Transformer Algorithms
      • GANs and VAE
      • ChatGPT Models
      • Large Language Models (LLMs)
      • Neural Networks
      • 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
    • Apply the skills you’ve gained in this capstone project, tackling real-world industry challenges using AI and ML tools learned throughout the program. This hands-on experience will strengthen your expertise and help you stand out to potential employers.

    Electives:
    • Attend an online interactive masterclass and get insights about advancements in technology/techniques in Data Science, AI, and Machine Learning.

    • Attend these online live sessions delivered by industry experts to gain insights about the latest advancements in the AI space. Some of the areas and concepts covered include Generative AI and its Applications, leveraging the power of generative modeling to build innovative products, building and deploying GPT-powered applications. Learn ChatGPT, its architecture, training methodology, and business applications. {*Areas mentioned above are subject to change}

      • Advanced ML algorithms for language data
      • Focus on natural language understanding
      • Feature engineering exploration
      • Natural language generation skills
      • Automated speech recognition is covered
      • Speech-to-text, text-to-speech conversion
      • Voice assistance device development
      • Building Alexa skills emphasis
      • Transformer role in modern AI comprehension
      • Neural networks for generation tasks analysis
      • Different generative model types: VAEs, GANs, transformers, autoencoders
      • Appropriate scenarios for diverse AI models
      • Attention mechanisms' role and efficacy
      • Analyzing popular generative models: GPT, BERT
      • Contrasting model architectures and objectives
      • Getting to Know Our AI Prompting Tool
      • Common Prompt Engineering Tools
      • The Chain-of-Thought Approach in Prompt Engineering
      • The Agentic AI Masterclass dives deep into the next evolution of AI—autonomous AI agents that can plan, reason, and execute complex tasks with minimal human intervention
      • Learn how to design, build, and deploy AI-driven agents

    18+ Tools Covered

    ChatGPTMidjourneyDalle.2pythontensorflowkerasNLKTScikitLearnMatPlotlibAlexaFlaskClaude3GeminiDescriptZapierInvideo.aiNumPyOpen CV

    Program Advisors

    • Venkata N Inukollu

      Venkata N Inukollu

      Assistant Professor, Purdue University

      Venkata N Inukollu earned his Ph.D. in Computer Science from Texas Tech University. He received his Master’s degree in Software Systems from BITS - Pilani, India. He has interests in software engineering and testing in AI and machine learning.

    prevNext

    Batch Profile

      Learner Reviews

      Program Cohorts

      Next Cohort

      Got questions regarding upcoming cohort dates?

      Professional Certificate in AI ML FAQs

      • What is AI and Machine Learning?

        Artificial Intelligence consists of machines performing tasks, while machine learning is a subset of AI consisting of algorithms and computational tasks that learn from data and improve without much need for programming to provide solutions.
        AI techniques usually focus on rule-based and expert systems to create machines that mimic human intelligence. ML, on the other hand, is used to identify patterns in data and uses it to make predictions to help make better decisions.

      • What are the eligibility requirements for the Purdue University Online and Simplilearn AI and ML course?

        In order to qualify for admission into this AI and ML certificate program, candidates must meet any of the following requirements:

        • Should be at least 18 years of age and have a high school diploma

        • Possessing a foundational understanding of programming and mathematics is beneficial

        • Preferably have 2 years or more of work experience

      • What is the application procedure for this AI & ML Course?

        The application procedure for this AI and ML certificate course consists of three simple steps:

        • Interested candidates are required to apply through the online application form

        • An admission panel will shortlist the candidates based on their application

        • An offer of admission will be made to the selected candidates, and is accepted by paying the program fee.

        Candidates will receive a payment receipt and access information once payment is confirmed.

      • What benefits does the Purdue University Online and Simplilearn AI ML program offer?

        This AI and ML certificate course is designed to equip you with the skills to thrive in your career in the field. Taking up this course will also net you the following benefits:

        • Earn a program completion certificate from Purdue University Online and Simplilearn

        • Gain membership in Purdue’s Alumni Association

        • Join masterclasses led by Purdue faculty and staff, along with IBM experts

        • Explore a curriculum covering topics like applied AI, GenAI, NLP, prompt engineering, and more

        • Access Simplilearn's JobAssist services to connect with top hiring companies

      • What is Global Teaching Assistance?

        Simplilearn's Global Teaching Assistance provides learners with a devoted team of subject matter experts to help prepare them for assessments by engaging with them proactively, providing rich learning experiences and also giving them job assistance where needed. They help ensure that learners sytematically follow the course plan through to the end.

      • Can I obtain a refund if I wish to discontinue my enrollment?

        You can choose to withdraw your enrollment if you need to. You will be provided with a refund of the course fee after an administration charge has been subtracted from the total amount. Please view our Refund Policy for more information.

      • Are Simplilearn’s courses eligible for reimbursement by my employer?

        Yes, Simplilearn’s Post Graduate Program in AI and Machine Learning, offered in collaboration with Purdue University, is eligible for employer reimbursement. We'd recommend confirming the specific terms of educational benefits or tuition assistance programs with your HR department or employer. Purdue also accepts tuition vouchers, which can streamline reimbursement.

        To claim your reimbursement, Simplilearn offers completion certificates, detailed receipts, and course breakdowns, which can be submitted to your employer or HR department.

      • What financing options are available when enrolling in this AI and ML course?

        We have partnered with multiple partners to provide competitive financing options (EMI options available), including Low APR with no hidden costs for different tenures. You can refer to our financing section for further details.

      • What are the financing options available to enroll in this AI and ML Course?

        We have partnered with multiple partners to provide competitive financing options (EMI option available), including  Low APR with no hidden costs for different tenures. Please refer to the financing section for more details.

      • How do I become an AI and ML engineer?

        You can get started on your AI and ML engineer journey by following these steps:

        • Start by building strong foundations in computer science, mathematics and programming

        • Enroll in a top AI and ML certificate course and develop your fundamentals in concepts like Python and machine learning algorithms

        • Work on small projects to gain a better understanding of the tools and skills

        You can check out our roadmap on how to become an AI engineer to learn more.

      • How is the current job market for professionals in AI and ML?

        Companies in sectors like healthcare, e-commerce, retail and automobile are constantly exploring new AI technologies to adopt, resulting in a surge in demand for qualified professionals to help them stay ahead. Fortune Business Insights predicts the global AI market will be worth $1,771.62 billion by 2032. It's fair to say that the current job market for AI and ML professionals will be thriving for the foreseeable future.

        Taking up an AI and ML certificate course will help you stay ahead in the industry and boost your chances of succeeding in it.

      • What salary can I expect after completing the Professional Certificate in AI and ML program?

         

        AI and ML are becoming more and more popular as companies aim to adopt new technologies to stay competitive. These have, no doubt, increased the demand for qualified professionals capable of using such technologies to drive better results.

        Those with training or an AI and ML certificate are bound to earn higher salaries, but this can also vary based on location and experience. Here's a look at the average annual salary of an AI engineer:

        India - ₹8.45 Lakhs

        US - $175,262

      • What will be the career path after completing the AI ML Course?

        Completing this AI ML certificate course can open the door to several career paths and opportunities in various industries, requiring you to analyze complex data, design ML models, and conduct advanced AI research. You can explore a career in:

        • Data Science

        • ML engineering

        • AI research

        • Business intelligence development,

        • Robotics engineering

        • Software engineering and more

      • Which language is best for AI and ML?

        Python is widely regarded as the best programming language for AI and ML due to its simplicity, readability, and extensive library support. It offers powerful libraries like TensorFlow, Keras, and scikit-learn, essential for AI and machine learning projects. R, however, is to be noticed, as it is also popular, particularly for statistical analysis and data visualization. Enrolling in an AI ML course can help you become proficient in these languages and apply them effectively in your projects.

      • What roles do Purdue University Online and IBM play in Simplilearn's AI and ML Course?

        This comprehensive Artificial Intelligence and ML course has been developed in collaboration with Purdue University Online and IBM to provide optimal learning opportunities throughout the program. An experienced Purdue University faculty member or staff will conduct masterclasses during this program. Also, IBM professionals will conduct masterclasses to help you better understand AI ML concepts.

      • After completing the AI and ML Course, can I be considered a Purdue University alumnus?

        After completing this Artificial Intelligence and ML Certification Course, you will be eligible for the Purdue Alumni Association membership.

      • Why should you take an AI and ML course with Simplilearn?

        Simplilearn and Purdue University Online have collaborated to provide an incredible learning experience. The simplicity and comfort of a digital channel meet the elevated classroom setting. You will acquire 20+ tools and 10+ skills in this AI ML certification course, attend Purdue faculty and staff masterclasses, and complete capstone and other industrial projects. And it all happens in a cohort setting, where you learn quicker and more effectively with other similarly motivated professionals.

      • Does AI and ML require coding?

        Yes, solid coding abilities are required for AI and machine learning developers to thrive in their employment. Our AI and ML course work can teach you all you need to know.

      • Is AI and ML a good career?

        Yes, AI and ML are good career options. AI and ML are in high demand, as they are essential for many businesses and industries. AI and ML skills are also highly sought-after, as they can be used to automate processes, create better user experiences, and unlock new insights from data. With the right skills and training, AI and ML professionals can find rewarding and lucrative jobs.

      • What are some of the topics and areas that will be covered in the masterclasses?

        The masterclasses will provide you with exposure to some of the latest trends in the AI space. Some of the areas covered include:

        • Generative AI and its Applications
        • Leveraging the power of generative modeling to build innovative products 
        • OpenAI and its Role in NLP and AI
        • Building and deploying GPT-powered applications
        • Demystifying ChatGPT, its architecture, training methodology, and business applications
        • ChatGPT best practices, limitations, and avenues for future development
        • Building real-world applications with the OpenAI API and ChatGPT 
        • Applications of ChatGPT, OpenAI, Dall-E, Midjourney & other tools
        • Explainable AI
        • Chatbots and their uses in companies such as Microsoft, Google, Meta etc.  
        • Latest trends in the AI space 

        *Areas mentioned above are subject to change  

      • What is covered under the 24/7 Support promise?

        We offer 24/7 support through email, chat, and calls. We also have a dedicated team that provides on-demand assistance through our community forum. You will have lifetime access to the community forum, even after completion of your Post Graduate Program In AI And Machine Learning with us.

      • How qualified and effective are the trainers at Simplilearn?

        We have partnered with only the most highly qualified instructors for this AI and ML course. Our rigorous selection process includes profile screening, technical evaluation, and a training demo. We also ensure that only trainers with a high alumni rating remain on our faculty.

      • Does Simplilearn have corporate training solutions?

        Yes, Simplilearn for Business offers learning solutions for the latest AI and other digital skills, including industry certifications. For talent development strategy, we work with Fortune 500 and mid-sized companies with short skill-based certification training and role-based learning paths. We also offer a learning library with unlimited live and interactive solutions - Simplilearn Learning Hub+, which is accessible to your entire workforce. Our team of curriculum consultants works with each client to select and deploy the learning solutions that best meet their teams’ requirements.

      • Are there any other online courses Simplilearn offers under AI & Machine Learning ?

        Absolutely! Simplilearn offers plenty of options to help you upskill in AI & Machine Learning . You can take advanced certification training courses or niche courses to sharpen specific skills. Whether you want to master new tools or stay ahead with the latest trends, there's something for everyone. These courses are designed to elevate your knowledge and keep you competitive in the AI & Machine Learning  field.

        Similar programs that we offer under AI & Machine Learning :

      • Will missing a live class affect my ability to complete the course?

        No, missing a live class will not affect your ability to complete the course. With our 'flexi-learn' feature, you can watch the recorded session of any missed class at your convenience. This allows you to stay up-to-date with the course content and meet the necessary requirements to progress and earn your certificate. Simply visit the Simplilearn learning platform, select the missed class, and watch the recording to have your attendance marked.

      • 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.