Embark on your tech journey with Caltech’s PG in Data Science. Master the art of data analysis and predictive modeling and earn a prestigious certificate.
Program certificate and up to 14 CEU credits from Caltech CTME
Masterclasses delivered by distinguished Caltech CTME instructors
Dedicated course on Generative AI, Prompt Engineering, ChatGPT and much more
Gain exposure to ChatGPT, DALL-E, Midjourney and other prominent tools
Application-based practical training from leading industry experts
6 months of applied learning: 25+ hands-on projects with seamless access to labs
Strengthen your resume and get career guidance from industry specialists
Attend mock interview sessions to help you ace the hard technical questions
Data Scientists extract insights from complex data. They apply statistical, machine learning, and analytical techniques to solve critical business problems. Mastery of programming languages like Python or R is essential. Experience with big data tools and databases is a bonus.
Welcome to this PG in Data Science, developed and presented with Caltech CTME and IBM, which will help you become an expert in the data science domain.
In this course, you will develop essential Python skills that serve as a crucial foundation for your progress throughout the program.
Enroll in this course to acquire essential knowledge for effectively working with SQL databases and leveraging them in your applications. Throughout the course, you will gain a solid understanding of SQL statements, conditional statements, commands, joins, subqueries, and various functions, empowering you to manage your SQL database for scalable growth proficiently.
Kickstart your learning by getting an understanding of the Python language and its libraries, and writing scripts using the Jupyter-based lab environment with this Python for Data Science course.
This course comprehensively explores data science essentials, covering data preparation, model building, and evaluation. Participants will delve into fundamental Python concepts, including strings, Lambda functions, and lists. Additionally, they will gain proficiency in essential topics such as NumPy, linear algebra, and statistical concepts, which include measures of central tendency and dispersion, skewness, covariance, and correlation.
This course comprehensively explores diverse machine learning types and their practical applications. Participants will gain insights into the machine learning pipeline, delving into supervised learning, regression models, and classification algorithms. Additionally, the course covers unsupervised learning, clustering techniques, and ensemble modeling. Participants will also evaluate well-known machine learning frameworks like TensorFlow and Keras.
This Tableau course unlocks a comprehensive understanding of creating captivating visualizations, optimizing data organization, and designing informative charts and dashboards to facilitate astute business decisions. Throughout the program, you'll delve into data visualization concepts, gain proficiency in crafting diverse combo charts and stories, and learn to work adeptly with filters, parameters, and sets. Additionally, you'll master the art of constructing interactive dashboards.
The Data Science Capstone project provides a valuable opportunity to apply the skills you have acquired during this program. With the guidance of dedicated mentors, you will address a real-world data science problem aligned with industry standards. This comprehensive project covers data processing, model building, and reporting business results and insights. It is the final step in your learning journey and enables you to demonstrate your data science expertise to potential employers.
Discover R programming with this PG in Data Science. Learn how to write R code, utilize R data structures, and create your own functions.
Attend online interactive masterclasses delivered by Caltech instructors and get insights about the advancements in the data science domain.
Attend this online interactive industry master class to gain insights about Data Science advancements
Enroll in this course to gain practical, data-driven decision-making skills by mastering data analysis and statistics. Using the widely-used office tool Excel, you will acquire the expertise to perform sophisticated data analytics, empowering you to make informed business decisions confidently.
Microsoft Power BI offers robust tools designed to analyze data and extract valuable business insights through interactive dashboards. This comprehensive training course on Power BI empowers you to fully harness its potential, enabling you to solve business challenges and improve operations effectively. Throughout the course, you'll learn to develop dashboards from published reports expertly and utilize Quick Insights to discover valuable patterns rapidly.
In this course, participants will comprehensively study generative AI models, with a special emphasis on ChatGPT. The curriculum covers essential principles of generative AI, prompt engineering, explainable AI, conversational AI, ChatGPT, and other large language models.
Pay in Installments
As low asYou can pay monthly installments using Splitit, Climb Credit and Klarna.These plans are offered with low APR and no hidden fees.
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 program within 1-2 weeks
Data Science has experienced a significant surge in recent years, primarily driven by an exponential increase in data generation and the need for businesses to leverage this data effectively. This Post Graduate Program in Data Science equips you with cutting-edge skills to manage, analyze and interpret complex data. It makes you invaluable to employers and areas around it. According to the Bureau of Labor Statistics, the demand for data science professionals is projected to grow 15% by 2029, much faster than the average for all occupations.
Data science professionals are instrumental in helping organizations make strategic decisions in a world that's becoming increasingly interconnected. Caltech’s comprehensive Data Science Post Graduate Program provides a robust foundation in machine learning, data visualization, and predictive analytics, enhancing your ability to generate actionable insights from data.
Professionals willing to enroll in this Post Graduate program in Data Science should hold a bachelor’s degree with an average of 50% marks or higher. They should have a basic understanding of mathematics and programming. Moreover, two years of work experience is preferred.
The most common data science job roles include data scientist, data analyst, machine learning engineer, data engineer, and business intelligence analyst. Each role has unique responsibilities, such as analyzing data, developing models, designing and maintaining databases, and providing data-driven insights to support business decisions.
The essential functions and responsibilities of a data scientist include collecting, cleaning, and analyzing large datasets to extract insights and create predictive models. They are also responsible for visualizing and communicating their findings to stakeholders. Additionally, data scientists may collaborate with other teams to identify business problems and provide data-driven solutions. They should have strong technical skills in areas such as programming, statistics, and machine learning, as well as strong communication and problem-solving skills.
The admission process for this PG in Data Science consists of three simple steps:
As a part of this Data Science Course, you will achieve the following:
This Data Science certification program involves a number of important aspects like ensemble learning, machine learning, exploratory data analysis, descriptive statistics, inferential statistics, model building, data visualization, Python programming, and more.
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. The contributions of Caltech’s faculty and alumni have earned national and international recognition, including 45 Nobel Prizes and 71 National Medals of Science.
Caltech CTME has chosen to team with Simplilearn to co-deliver these online professional programs. Simplilearn's award-winning immersive learning model delivered via live virtual classes focuses on applied learning to create immediate career impact.