Caltech Post Graduate Program In AI And Machine Learning
Become an expert AI and ML professional with this artificial intelligence program delivered in partnership with IBM. This program covers the latest tools and technologies from the AI ecosystem and features masterclasses by Caltech instructors and IBM experts.
Earn a program completion certificate and up to 22 CEU credits from Caltech CTME
Earn industry-recognized IBM certificates for IBM courses and get access to masterclasses by IBM
Live classes on the latest AI trends, such as Generative AI, prompt engineering, ChatGPT, and more
Applied learning through 25+ hands-on projects and 20+ tools with seamless access to integrated labs
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%
Take your AI and ML career to new heights with our artificial intelligence program. Expand your knowledge in machine learning, deep learning, NLP, computer vision, Generative AI, explainable AI, prompt engineering, ChatGPT, and more to prepare yourself for a thriving career in AI and ML.
Our extensive program empowers you to thrive in your career by providing essential skills and knowledge. Through a well-structured learning approach and industry-relevant projects, you'll tackle complex challenges to remain at the forefront.
Unlock your potential as an artificial intelligence and machine learning professional with this industry-relevant AI program. Elevate your career with our online AI program, leveraging Caltech's academia and IBM's industry insights. Learn Python, ML, NLP, and Generative AI.
Welcome to this Artificial Intelligence Course, developed and presented with Caltech CTME and IBM, which will help you become an AI & ML domain expert.
The capstone project allows you to implement the skills you learned throughout this bootcamp. You will solve industry-specific challenges by leveraging various AI and ML techniques. The capstone project is the final step in the core learning path and will help you showcase your expertise to employers.
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
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Develop a shopping app for an e-commerce company using Python
Using data science techniques, such as time series forecasting, to help a data analytics company forecast demand for different restaurant items.
Use exploratory data analysis and statistical techniques to understand the factors contributing to a retail firm's customer acquisition.
Perform feature analysis to understand the features of water bottles using EDA and statistical techniques to understand their overall quality and sustainability.
Use feature engineering to identify the top factors that influence price negotiations in the homebuying process.
Perform cluster analysis to create a recommended playlist of songs for users based on their user behavior.
Build a machine learning model that predicts employee attrition rate at a company by identifying patterns in their work habits and desires to stay with the company.
Use deep learning concepts, such as CNN, to automate a system that detects and prevents faulty situations resulting from human error.
Use deep learning to construct a model that predicts potential loan defaulters and ensures secure and trustworthy lending opportunities for a financial institution.
Use distributed training to construct a CNN model capable of detecting diabetic retinopathy and deploy it using TensorFlow Serving for an accurate diagnosis.
Leverage deep learning algorithms to develop a facial recognition feature that helps diagnose patients for genetic disorders and their variations.
Examine accident data involving Tesla’s auto-pilot feature to assess the correlation between road safety and the use of auto-pilot technology.
Use AI to categorize images of historical structures and conduct EDA to build a recommendation engine that improves marketing initiatives for historic locations.
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!
Expected global AI market value by 2027
Projected CAGR of the global AI market from 2023-2030
Expected total contribution of AI to the global economy by 2030
This PGP AI Course caters to working professionals from a variety of industries and backgrounds; the diversity of our students adds richness to class discussions and interactions.
The AI Course application process consists of three 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 AI Course
An admission panel will shortlist candidates based on their application
Selected candidates can begin the AI Course online within 1-2 weeks
For admission to this Artificial Intelligence Course, 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.
Through this AI course you will gain a holistic understanding of the essentials of generative AI and its landscape, prompt engineering, explainable AI, conversational AI, ChatGPT and other LLMs.
The key learning objectives of this course are:
Some of the key topics covered in the Artificial Intelligence course “Essentials of Generative AI, Prompt Engineering and ChatGPT” are:
The following are some of the best AI Courses online:
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 AI Course Online:
This Artificial Intelligence 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 AI 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 training 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.
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:
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 Artificial Intelligence course co-developed with IBM. AI-certified experts are well-suited for the following positions:
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 fee
Upon successful completion of this AI course, you will be awarded a certificate of completion by Caltech CTME, along with IBM certificates for IBM courses, and an industry-recognized certificate from Simplilearn for courses in the learning path.
The AI course Online 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 AI Learning course, candidates should have:
The admission process for this AI Certification 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: