• Application closes on

    26 Mar, 2025
  • Program duration

    6 months
  • Learning Format

    Live, Online, Interactive

Why Join this Program

Take the first step to your goals

Lifetime access to self-paced e learning content

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

    21+ Tools Covered

    ChatGPTMidjourneyDalle.2pythontensorflowkerasNLKTScikitLearnMatPlotlibkubernetesAlexaFlaskClaude3GeminiDescriptZapierJulius.aiInvideo.aiOtter 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.

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      Professional Certificate in AI ML FAQs

      • What is AI and Machine Learning?

        Artificial Intelligence technology (AI) is the study and development of computer science that can perform tasks previously limited to human intelligence, such as decision-making and voice recognition. Machine Learning (ML) is a related field that teaches computers how to learn and adapt without explicit programming. These two fields are closely related and are at the forefront of technological advancements, making them highly in demand. As a result, obtaining an Artificial Intelligence ML Course can offer students great potential for their career growth.

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

        You must meet the following requirements to be admitted to the Artificial Intelligence and ML Course online:

        • Should be at least 18 years and have a high school diploma
        • A foundational understanding of programming and mathematics is beneficial
        • 2 years or more of work experience (preferred)

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

        This Artificial Intelligence and ML Course has a three-step application process:

        • Complete the application by providing the required details about yourself.
        • Complete the program fee payment using the Secure Your Seat option.
        • Start your program on the designated cohort start date.

      • What can I anticipate from this Purdue University Online and Simplilearn AI ML program ??

        You will receive the following as part of this AIML program:

        • Dual Credential: Simplilearn and Purdue University Online
        • IBM and Simplilearn both provide industry-recognized certificates
        • Alumni status at Purdue University
        • Comprehensive curriculum with a wide array of AI tools and technologies such as Chat GPT, Django, Flask, Keras, and many more
        • Access to dedicated live classes covering some of the latest updates in the AI space such as generative AI, ChatGPT, agentic frameworks and more

      • What is Global Teaching Assistance?

        Our teaching assistants are a devoted team of experts to ensure you pass the AI ML certification exams on your first try. From class enrollment through project mentorship and employment aid, they actively engage and effectively contact you to ensure that the course plan is followed and to help you expand your experiential learning.

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

        If required, you can withdraw your enrollment. After subtracting an administration charge, we will reimburse the program money. 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 kind of certification will I get after finishing this AI and ML Course?

        Simplilearn and Purdue University Online will grant you a joint certification in the Professional Certificate in AI and Machine Learning when you complete the AI and ML certification course. You can also get industry-recognized credentials from IBM and Simplilearn.

      • 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 to become an AI and ML engineer?

        Earning a degree in computer science, data science, or a related field can be the first step in your journey to become an AI and ML engineer. You can also gain proficiency in programming languages like Python and R and develop a strong understanding of machine learning algorithms and data analysis. An AI and ML course can provide specialized knowledge and practical experience. Additionally, working on projects and internships can help build your skills and enhance your resume.

      • What are the benefits of enrolling in a Professional Certificate in AI and Machine Learning?

        This AI and ML course offers many benefits that can significantly impact your career and professional development. Here's what you can expect:

        • Advanced Learning: Gain expertise in cutting-edge AI and ML technologies.

        • Career Enhancement: Improve your career prospects and open doors to advanced roles in the tech industry.

        • Increased Earning Potential: Boost your prospects with highly sought-after skills.

        • Hands-On Experience: Engage in real-world projects to apply your learning practically.

        • Access to Expert Faculty: Learn from industry professionals and expert instructors.

        • Networking Opportunities: Connect with peers and industry leaders for future collaboration and growth.

        This course ensures that you are well-equipped to tackle advanced positions such as data scientist, machine learning engineer, and AI researcher.

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

        Fortune Business Insights predicts the global AI market will be worth $2,740.46 billion by 2032. The current job market for AI and ML professionals is thriving. Companies across various industries are increasingly adopting AI and machine learning technologies, creating a high demand for skilled professionals. Enrolling in an AI and ML course can significantly enhance your job prospects, as employers often seek such candidates with specialized training and credentials.

      • Is AI and ML hard to learn?

        AI and ML can be challenging to learn due to their complex mathematical and statistical foundations. However, with dedication and the right resources, such as an AI and ML course, anyone can master these skills. Many online platforms offer comprehensive artificial intelligence and machine learning courses that break down complex topics into manageable modules, making learning more accessible.

      • What will be the expected salary range after earning a Professional Certificate in AI and ML program?

        The salary range you can expect after completing the Professional Certificate in AI and ML depends on factors such as your job role, industry sector, and cumulative years of experience.

        However, an AI Engineer in India can expect an average salary of Rs 16.5 LPA. The average salary of an AI Engineer in the US is USD 160,000.

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

        After completing the AI ML course, you can open the door to several career paths across different industries. You can explore your career as a data scientist, ML engineer, AI research scientist, business intelligence developer, robotics engineer, AI consultant, software engineer, or AI product manager.

        These roles will require you to analyze complex data, design ML models, conduct advanced AI research, and develop AI-driven products, skills that are already covered in our course.

      • 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.