Caltech Post Graduate Program In AI And Machine Learning
Become an expert AI and ML professional with this PGP in AI & ML delivered in partnership with IBM. This Artificial Intelligence course covers latest tools and technologies from the AI ecosystem, and features masterclasses by Caltech faculty and IBM experts, hackathons and Ask Me Anything sessions.
Earn a program certificate and up to 22 CEU credits from Caltech CTME
Obtain industry-recognized IBM certificates for IBM courses and get access to masterclasses by IBM
Earn a membership to Caltech CTME circle and an online convocation by the Caltech program director
25+ industry-relevant projects from the likes of Twitter, Uber, Mercedes Benz, and many more
Our Artificial Intelligence course comes with Simplilearn’s Career Assistance service that has demonstrated strong performance by means of average salaries offered, the number of hiring companies participating, and the pace of job offer roll-outs.
Maximum salary hike150%
Average salary hike70%
Designed to boost your career as an AI and ML professional, this program showcases Caltech CTME's excellence and IBM's industry prowess. The artificial intelligence course covers key concepts like Statistics, Data Science with Python, Machine Learning, Deep Learning, NLP, and Reinforcement Learning through an interactive learning model with live sessions.
Caltech's and IBM's expertise in the latest technologies are combined in this unique PGP in AI and ML. CAST is a Caltech laboratory where researchers and machines collaborate and learn from one another.
Unlock your potential as an Artificial Intelligence and Machine Learning professional with industry-relevant AI courses. In this Artificial Intelligence course, you will learn about various AI-based technologies.
Welcome to this PGP AI and Machine Learning, developed and presented with Caltech CTME and IBM, which will help you become an AI & ML domain expert.
This AI and ML program starts with an Introduction to AI and is designed to help learners decode the mystery of Artificial Intelligence and its business applications. This beginner course provides an overview of AI concepts and workflows, Machine Learning, Deep Learning, and performance metrics.
Kickstart your AI and ML profession by getting an understanding of the Python language and its libraries and writing scripts using the Jupyter-based lab environment with this program.
Applied Data Science with Python provides a complete overview of Python's Data Analytics tools and techniques. In this AI course, you’ll learn Python, a crucial skill for many Data Science roles. Acquiring knowledge in Python will be a key factor in enhancing your career in this space.
This Artificial Intelligence course will make you an expert in Machine Learning, a form of AI that automates data analysis to enable computers to learn and adapt through experience to do specific tasks without explicit programming. You will master Machine Learning concepts and techniques, including supervised and unsupervised learning, mathematical and heuristic aspects, and hands-on modeling to develop algorithms and prepare you for your role with advanced Machine Learning knowledge.
This Artificial Intelligence course covers Deep Learning with TensorFlow, developed by industry leaders and aligned with the latest best practices. You’ll master Deep Learning concepts and models using Keras and TensorFlow frameworks and implement Deep Learning algorithms, preparing you for a career as a Deep Learning engineer.
Take the next big step toward advancing your Deep Learning skills with this high-level course. This Advanced Deep Learning and Computer Vision course include Computer Vision Basics with Python; Advanced Computer Vision with OpenCV 4, Keras, and TensorFlow 2; Computer Vision for OCR and Object Detection; and PyTorch for Deep Learning and Computer Vision to ensure you are prepared for Deep Learning and computer vision journey.
This Artificial Intelligence course ends with a capstone project that will allow you to implement the skills you learned in Artificial Intelligence and Machine Learning. With dedicated mentoring sessions, you’ll solve an industry-relevant problem. The project is the final step in the learning path and will help you to showcase your expertise to employers
This AI course will teach you about statistics—a foundational part of data science—and essential terms related to it, explain measures of central tendency and dispersion, and comprehend skewness, correlation, regression, and distribution. You will be able to make data-driven predictions through statistical inference.
This Artificial Intelligence course helps you understand the concepts of NLP, including feature engineering, natural language generation, automated speech recognition, speech-to-text conversion, text-to-speech conversion, and voice-assistance devices.
This AI course helps you learn how to solve reinforcement learning problems using various strategies and Python and TensorFlow, and how to apply different algorithms to solve problems.
Attend an online interactive masterclass and get insights about advancements in technology/techniques in AI and Machine Learning by Caltech
Attend this online interactive industry master class to gain insights about advancements in AI and Machine Learning techniques by IBM
( Toll Free )
Using NLP and Machine Learning, build a model to identify inappropriate posts that should be removed from a social media platform to prevent social hate and negativity.
The data set provided contains movie reviews given by customers of an e-commerce company. Build a Machine Learning recommendation algorithm that provides ratings for each user.
An automobile company wants the time on its test-bench to reduce the time it takes a car to get to the market. Build and optimize a Machine Learning algorithm.
Help an EdTech company assess the quality of eLearning videos freely available on YouTube to prepare high-quality and engaging video content for students.
Analyze different types of cancers for a medical research body to identify the probable cause of these cancers in terms of the genes responsible for each.
Disclaimer - The projects have been built leveraging real publicly available data-sets of the mentioned organizations.
Dr. Rick Hefner serves as the Program Director for Caltech’s CTME, where he develops customized training programs for technology-driven organizations. He has over 40 years of experience in systems development and has served in academic, industrial, and research positions.
Artificial Intelligence is the next digital frontier, with profound implications for business and society. With the AI market expected to grow steadily over the years, this Artificial Intelligence course is perfect for those who want to stay ahead of the trend!
The global AI market size is projected to reach $202.57 billion by 2026
Annual growth rate for global AI market
New AI jobs created by 2022
This PGP AI ML caters to working professionals from a variety of industries and backgrounds; the diversity of our students adds richness to class discussions and interactions.
The application process consists of three simple steps. An offer of admission will be made to the selected candidates and accepted by the candidates by paying the admission fee.
Tell us a bit about yourself and why you want to do this program
An admission panel will shortlist candidates based on their application
Selected candidates can begin the PGP AI ML online within 1-2 weeks
For admission to this Post Graduate Program in AI and ML, candidates should have:
Artificial intelligence is a branch of computer engineering that involves the development of computer systems and digital scripts that mimic the human brain and do tasks that would typically need self-learning and automation. Using various AI approaches, computers may be trained to do jobs by analyzing massive amounts of data and identifying patterns in that data.
The following are some of the most popular Artificial InteIligence courses:
You can check these programs here.
The Artificial Intelligence course, created in partnership with Caltech CTME and IBM, introduces students to blended learning and prepares them to be specialists in AI and Data Science.
Founded in 1891, Caltech is a world-renowned science and engineering institute that marshals some of the world’s brightest minds and most innovative tools to address fundamental scientific questions and pressing societal challenges. Caltech prizes excellence and ambition. The contributions of Caltech’s faculty and alumni have earned national and international recognition, including 38 Nobel Prizes and nearly 60 National Medals of Science. The Institute manages the Jet Propulsion Laboratory (JPL) for NASA.
CTME is embedded in Caltech’s Division of Engineering and Applied Science. Caltech CTME has a unique role to play in applying the capabilities of scientists and engineers to the challenges of today’s technology-driven businesses. Caltech CTME applies executive education and professional development directly to real-world problems. Caltech CTME experts teach the tools and perspectives that elevate careers and help companies achieve their goals.
IBM, located in Armonk, New York, is a significant cognitive services and integrated cloud solution firm that provides many technology and consulting solutions. IBM invests $6 billion in research & development every year and has won five Nobel prizes, nine US National Medals of Technology, five US National Medals of Science, six Turing Awards, and ten US Inventors Hall of Fame inductions. IBM is a leader in AI and Machine Learning technology vertical for 2021. This AI course will prepare students for careers in Artificial Intelligence and Data Analytics.
You will obtain certificates from Caltech, Simplilearn and IBM upon completing these Artificial Intelligence Courses. These certificates will attest to your abilities as an expert in AI. In addition, you will receive the following:
You will be able to demonstrate the following ability after completing this Artificial Intelligence certificate training:
Simplilearn and Caltech CTME and IBM collaborated on an Artificial Intelligence course that combines AI, Data Science, Machine Learning, and Deep Learning, allowing for the real-world application of sophisticated tools and models. This AI certificate course will teach you the principles of statistics for machine learning, python programming, data visualization, and feature engineering. These AI courses will teach you how to use Python libraries like TensorFlow, Matplotlib, and Scikit-learn, as well as essential Machine Learning techniques like supervised and unsupervised learning and advanced concepts like artificial neural networks, layers of data, and feature extraction and TensorFlow.
Artificial intelligence and machine learning will substantially impact all aspects of daily life in the near coming future, with applications in healthcare, aviation, finance, logistics, and customer support. A job in AI puts you on the fast road to a dynamic, ever-changing industry that is predicted to grow significantly and beyond once you complete AI certificate training.
This AI Course includes over 25+ real-life projects in various backgrounds are intended to help you grasp essential AI topics like supervised and unsupervised learning, reinforcement learning, support vector machines, deep learning, TensorFlow, neural networks, convolutional neural networks, and recurrent neural networks.
This AI certificate also includes a capstone assignment to help you review the principles you've learned in the course. It includes specialized guided classes to develop a high-quality industrial project that addresses a real-world problem.
This AI course capstone project will cover everything from exploratory data analysis to model construction and fitting. You will utilize learnings such as AI-based supervised and unsupervised algorithms like Regression, Multinomial Naive Bayes, SVM, Tree-based algorithms, and NLP in the topic of your choice to complete this capstone project. You will receive a capstone credential for completing the project. Still, you will also have a project to present to future employers as evidence of your learning from the Artificial Intelligence course.
Using NLP and Machine Learning, build a model to identify inappropriate posts that should be removed from a social media platform to prevent social hate and negativity
The data set provided contains movie reviews given by customers. Perform data analysis on the movie reviews and build a Machine Learning recommendation algorithm that provides ratings for each of the users.
An automobile manufacturing firm wants the time on its test-bench to reduce the time it takes a car to get to the market. Build and optimize a machine learning algorithm to solve this problem.
Help an EdTech firm assess the quality of elearning videos freely available on YouTube to prepare high-quality and engaging video content for students.
Analyze different types of cancers, such as breast cancer, renal cancer, colon cancer, lung cancer, and prostate cancer, for a medical research body to identify the probable cause of these cancers in terms of the genes responsible for each type.
Help a movie booking website analyze whether a particular URL is prone to phishing, malicious or not. This will help them push ads on their website without affecting their user privacy, and restrict URLs that could contain malicious links.
Help a leading mobile brand understand the voice of the customers by analyzing the reviews of their product on an ecommerce site and the topics that customers are talking about. You will perform topic modeling on specific parts of speech.
Simplilearn and Caltech CTME’s PGP Artificial Intelligence course is well-suited for several vocations and professions, such as:
Individuals with an interest in working as an AI or Machine Learning Engineer.
As a part of this AI certificate course you will receive the following:
The present and future demands are enormous. According to Paysa, licensed AI Engineers make an average income of $172,000 per year in the United States (approximately Rs.17 lakhs to Rs.25 lakhs in India), with less than 10,000 competent persons in the globe to fill these roles.
The Artificial Intelligence course fees in India start from Rs.7303/month whereas the AI Course fees in other countries from $249/month for any reliable course that includes practical learning and career services apart from theoretical classes. Individuals can avail of various seasonal offers to get discounts when enrolling in Simplilearn's AI courses.
An AI Engineer employs machine learning algorithms, artificial neural networks, and other approaches in various worldwide industries. They are in charge of maintaining the AI solution infrastructure and developing, testing and implementing AI systems. This role may perform a range of duties in an organization, including:
The Artificial Intelligence course prepares you for successful performance as an AI specialist by providing you with an overview of AI technology and processes. Industry-recognized certificates from IBM and Simplilearn may attest to your new talents and on-the-job expertise. Python, machine learning algorithms such as data preprocessing, regression model, clustering, and deep learning theory and applications are all covered in the AI certificate course curriculum.
Professionals with a thorough knowledge of AI ideas have many opportunities. They can apply for AI Specialist, Machine Learning Engineer, NLP Scientist, AI Research Analyst, and Data Scientist.
As part of this Caltech PGP AI certificate course, you will earn the following:
The following are the top ten industries that are heavily utilizing AI applications:
An AI certificate is a digital badge that demonstrates your knowledge and skills in this field. It showcases your understanding of machine learning, data science, natural language processing, creating prediction models, using linear and logistic regression, and so on. You can achieve an AI certificate by enrolling in this Caltech AI ML program. The certificate also grabs the attention of hiring managers and allows you to get more preference than your peers.
You will be able to help you find a dream career after completing the AI course co-developed with IBM. AI-certified experts are well-suited for the following positions:
While this Artificial Intelligence Course is sufficient to achieve experience in the field, some people opt to supplement their knowledge with books. Here are some recommended reading materials:
The following are the top ten industries that are heavily utilizing AI applications:
The admission process for this AI certificate course consists of three simple steps:
All 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, which can then be accepted by the candidate by paying the Artificial Intelligence Course fee
Upon successful completion of this PGP AI course, you will be awarded a certificate of completion by Caltech CTME, along with IBM certificates for IBM courses, and industry-recognized certificate from Simplilearn for courses in the learning path.
The PGP Artificial Intelligence course could be completed according to your schedule but the anticipated time to complete the overall course is 6-8 months
To ensure money is not a barrier in the path of learning, we offer various financing options to help ensure that this Artificial Intelligence course is financially manageable. Please refer to our “Admissions Fee and Financing” section for more details.
Once you make the first installment of the fee for this PGP AI certificate course, you also will get access to a preparatory course. You will have to go through the assigned course before starting the first class, which consists of self-paced learning content in the form of videos.
This Artificial Intelligence Course is completely online, so there’s no need to show up to a classroom in person. You can access your lectures, readings, and assignments anytime and anywhere via the web or your mobile device.
We offer 24/7 support through email, chat, and calls. We have a dedicated team that provides on-demand assistance through our community forum. What’s more, you will have lifetime access to the community forum, even after the completion of your AI course.
No refund will be applicable once you make the partial/full payment.
Our teaching assistants are a dedicated team of subject matter experts here to help you get certified in the program on your first attempt. They proactively engage with students to ensure adherence to the learning path—helping to enrich their learning experience, from class onboarding to project mentoring to career assistance
Contact us using the form on the right side of any page on the Simplilearn website, select the Live Chat link, or contact Help & Support.
For admission to this PGP AI course, candidates should have:
The admission process for this AI certificate course consists of three simple steps:
Our Artificial Intelligence instructors are all industry specialists with years of relevant experience in the industry. Before they are qualified to train for us, they have undergone a thorough selection procedure that includes profile assessment, technical examination, and a training demo. We also ensure that only trainers with a good alumni rating stay on our faculty.
Yes, as part of the Artificial Intelligence course, we include a practice test to assist you in preparing for gaining the certificate exam. You may practice with these free Artificial Intelligence Exam Questions to get a sense of the questions included in the course.
Simplilearn provides integrated laboratories that you can access directly from your LMS for hands-on execution of industrial tasks. This AI course's LMS will include instructions for installing and deploying the tools.
This AI certificate training capstone assignment will help you review the principles you've learned thus far. If you complete the capstone project, you will earn a credential, demonstrating your abilities to future employers.
AI talents are in high demand, and specialists with them attract substantial incomes. AI Engineers in the United States make roughly $125,000 per year on average (source: Payscale).
When you enter the area of artificial intelligence, you'll come across various fascinating technology, such as:
AI may be divided into three categories:
These are the categories of AI according to another classification:
AI graduates are employed by companies ranging from Argo AI to Microsoft, IBM, Accenture, Intel, Samsung, Adobe, Lenovo, Amazon, NVIDIA, Facebook, etc. Consider the advantages of our AI training if you want to pursue a profession in artificial intelligence.
Simplilearn provides the following courses in the Data Science and AI domain: