Gain skills in ML, deep learning, reinforcement learning, NLP, generative AI, prompt engineering, ChatGPT, and more. This AI & Machine Learning Bootcamp includes live classes delivered by industry experts, hands-on labs, industry-relevant projects, and masterclasses by Caltech CTME instructors.
Program duration
24 weeksLearning Format
Self-Paced LearningEarn a bootcamp certificate and up to 22 Continuing Education Units (CEUs) from Caltech CTME
Earn a bootcamp certificate and up to 22 Continuing Education Units (CEUs) from Caltech CTME
Gain CTME Circle membership on LinkedIn and participate in Caltech’s campus visit.
Dedicated live online classes for generative AI, prompt engineering, ChatGPT, and more
Applied learning through 25+ hands-on projects and 20+ tools with seamless access to integrated labs
Elevate your career with our comprehensive AI and Machine Learning Bootcamp. Gain an in-depth understanding of key concepts, including machine learning, deep learning, NLP, computer vision, generative AI, explainable AI, prompt engineering, ChatGPT, and more. Prepare yourself for a successful career in AI and ML with this extensive bootcamp.
This AI bootcamp leverages Caltech's academic excellence to help you pursue a successful AI and Machine Learning career.
This immersive AI Bootcamp thoroughly explains AI concepts and gives you hands-on experience working with deep learning, NLP, speech recognition, generative AI, prompt engineering, and more.
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 will help you showcase your expertise to employers.
Caltech Artificial Intelligence and Machine Learning Bootcamp Masterclass
The purpose of project hours is to help you clarify any questions or concerns you may have about projects you've completed this far.
Experts will respond to any questions or concerns you may have regarding the course material in this program.
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Develop a backend for MLB's digital platform to manage player statistics, match schedules, and ticket bookings, and implement a report generation system to enhance performance.
Create backend modules for SL Tech's edtech platform to manage learner credentials and courses and improve the learning experience.
Analyze AAL's sales data across different Australian states to identify high-revenue states and develop sales programs for underperforming states.
Conduct exploratory data analysis and hypothesis testing to understand factors contributing to customer acquisition and enhance marketing strategies.
Build a machine learning model to predict employee attrition by analyzing work habits and factors influencing their desire to stay with the company.
Perform cluster analysis to create personalized song playlists for users based on their listening behavior.
Develop a deep learning model to predict the likelihood of loan defaults using historical data, ensuring a secure lending process.
Create a deep learning model to predict loan defaults using historical data, addressing an imbalanced dataset with numerous features.
Design an interactive storytelling adventure using ChatGPT to create unique, engaging narratives without coding.
Develop prompts for ChatGPT to function as a virtual project management consultant, providing advice on project planning, team collaboration, and performance tracking.
Use distributed training and TensorFlow serving to build and deploy a CNN model for automated diabetic retinopathy detection.
Leverage deep learning algorithms to develop a facial recognition model that assists in diagnosing genetic disorders and their variations in patients.
Develop an AI-driven HR assistant that extracts answers from Nestle’s HR policy documents using OpenAI's GPT model and Gradio UI.
Create a platform that transforms text prompts into striking designs using OpenAI’s DALL-E and Gradio UI. Explore AI’s impact on digital content creation for marketing.
Leverage advanced ML techniques to monitor historical structures' conditions and enhance tourism with a recommendation engine for personalized marketing.
Build an AI model using deep learning to detect, classify, and localize vehicles in real time, aiding AV tech and intelligent transport systems.
Develop accurate forecasting models to predict demand, enabling businesses to optimize production, sales, and staffing for better decision-making.
Disclaimer - The projects have been built leveraging real publicly available datasets from organizations.
An Immersive Learning Experience
Get the real classroom experience. Interact with learners and engage with mentors in real-time via Slack.
Missed a class? Access recordings to always maintain learning progress and keep up with your cohort.
Expert guidance sessions from mentors for doubt clarifications, project assistance, and learning support.
Get a dedicated Cohort Manager for all your queries and help you succeed at every learning step.
Dr. Rick Hefner serves as the Executive 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.
Over the years, I’ve seen the software industry evolve, and AI's rise led me to upskill. Simplilearn's program gave me a solid AI/ML foundation and inspired me to build a "Private" Language Model for data security. The blended learning and hands-on tools made balancing work and studies seamless.
AI, the revolutionary digital frontier, has far-reaching impacts on business and society. With the projected exponential growth of the AI market, this ai bootcamp is ideal for individuals striving to stay ahead of this transformative trend!
Expected global AI market value by 2027
Projected Compound Annual Growth Rate - Global AI market from 2023-2030
Expected total contribution of AI to the global economy by 2030
The diversity of our cohorts brings intensity to classroom conversations & interactions. This AI Bootcamp caters to learners from a wide range of sectors and experiences.
*Based on Simplilearn's enrolment data of past two years
My learning experience with Simplilearn was outstanding. The course material is very thoughtfully designed. The way of explaining was simple and easy to understand. The instructors were good; the support was really helpful. I recommend this course to others who want to start something in the AI domain.
The application process consists of 3 simple steps. An offer of admission will be made to the selected candidates and can be accepted by the candidates by paying the admission fee.
Fill in basic details about yourself and your interest in this program
The admissions panel reviews and shortlisted individuals get offer letters
Confirm your seat by enrolling in the program by paying the program fee
Candidates applying for AI and ML Bootcamp should have the following:
An AI bootcamp is an online training program designed to teach the basics of AI and machine learning. Some of the main objectives of a bootcamp are to:
Teach students the essential skills and know-how to apply AI and ML concepts in real-world scenarios.
Provide hands-on learning where students can work on projects with integrated labs.
Equip students with job-ready skills and prepare them for successful careers.
This AI and ML Bootcamp covers all of these key components, ensuring students have the best learning experience.
AI bootcamps are always considered worth it because they provide learners with valuable skills and experience to launch a successful career. When considering one, it's important to remember the benefits they provide:
They offer intensive training, allowing you to gain essential skills quickly.
They emphasize hands-on learning using real-world applications to apply skills.
The core curriculum focuses on teaching the most current and in-demand techniques.
They offer opportunities to connect with industry professionals, instructors, and fellow students.
The salary an AI professional can expect after completing an AI and ML bootcamp varies depending on factors such as skillset, industry sector, years of experience, and location. Entry-level positions may offer lower salaries, while those with additional experience and skills can expect higher compensation.
The average yearly estimated pay for an AI Engineer is USD 154,460.
Our instructors at Simplilearn are highly efficient and bring extensive industry experience to their sessions. They are selected through a rigorous interview process that evaluates their expertise in AI's theoretical and practical aspects, ensuring that you learn from professionals who have real-world experience in the field.
Furthermore, we retain only those instructors who receive exceptional reviews from our alumni. Therefore, when you enroll in this AI and ML Bootcamp, you can be confident that top industry professionals will teach you.
The application process for this program involves three steps.
First, candidates must submit an application detailing their motivation for the program.
Next, an admission panel will review the applications and shortlist candidates based on their submissions.
Finally, selected candidates can begin learning within 1-2 weeks.
Please note that upon selection, candidates must pay the bootcamp fee using any preferred payment option available before beginning their learning journey.
AI and ML are booming. With the AI market expected to be valued at USD 267 billion by 2027, opportunities are only likely to grow. Completing an AI and ML bootcamp opens up various exciting career paths across various industries. Currently, some of the more popular job roles include
Data scientist
AI Engineer
Machine learning engineer
AI research scientist
AI product manager
Business intelligence analyst
AI consultant
An AI specialist designs, develops, and implements AI systems and algorithms as required by an organization. They also play a crucial role in simplifying complex datasets to build models that help machines learn and make decisions.
They are adept at programming, testing, and optimizing AI solutions to solve specific problems or improve processes. An AI specialist must also stay updated with the latest advancements in AI technology and techniques for continuous career growth.
We provide email, chat, and call support 24 hours a day, seven days a week. Our dedicated staff offers on-demand support through our community forum. Furthermore, even after completing your bootcamp, you'll have lifetime access to the community forum.
To learn more about cancellation refund, please read our Refund Policy.
Yes, this program's curriculum is taught entirely online. There is no physical classroom session. You may access your seminars, readings, and assignments anytime and anywhere on the web or mobile device.
This AI and ML Bootcamp curriculum is for working professionals who want to learn advanced topics, including reinforcement learning, graphical models, natural language processing, and deep learning. That being said, you can also expect the following:
Certificate of completion from Caltech CTME and up to 22 Continuing Education Units (CEUs).
Masterclasses taught by distinguished Caltech CTME instructors.
Caltech CTME Circle.Membership on LinkedIn
Access to over 25 hands-on projects and 20 tools with seamless access to integrated labs.
Dedicated live online classes for generative AI, prompt engineering, ChatGPT, and more.
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.
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
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.
To be eligible for this AI & Machine Learning Bootcamp, applicants should have a bachelor's degree in a relevant field. Simplilearn’s AI & Machine Learning Bootcamp can be taken up by newcomers and experienced professionals. Though prior knowledge of artificial intelligence is helpful, it is not compulsory. Additionally, there is no requirement for previous work experience.