Enroll for Caltech's intensive online Data Science Bootcamp. Designed for aspiring data scientists, this course teaches industry-relevant skills & provides certification to boost your career.
Bootcamp certificate and up to 14 CEU credits from Caltech CTME
Masterclasses delivered by distinguished Caltech instructors
Dedicated course on Generative AI, Prompt Engineering, ChatGPT and much more
Gain exposure ChatGPT, DALL-E, Midjourney & other prominent tools
Application-based practical training from leading industry experts
6 months of applied learning with 25+ hands-on projects and 20+ tools
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.
This course aims to establish a strong grasp of mathematical and statistical principles while nurturing critical thinking and problem-solving abilities. By the end of this course, learners will be equipped to analyze data, make informed decisions, and apply mathematical and statistical techniques in practical scenarios relevant to their respective industries. This course marks the initial step in your program journey.
This course will equip you with essential Python skills that form a crucial foundation for your journey throughout the program.
Enroll in this course to gain the essential knowledge to work with SQL databases and utilize them in your applications effectively. Throughout the course, you will learn the fundamentals of SQL statements, conditional statements, commands, joins, subqueries, and various functions — empowering you to manage your SQL database for scalable growth.
Discover the core of data science in this all-inclusive course, exploring data preparation, model building, and evaluation. Learn Python essentials like strings, Lambda functions, and lists, alongside NumPy, linear algebra, and statistical concepts such as central tendency, dispersion, skewness, covariance, and correlation. Hypothesis testing techniques like Z-test, T-test, and ANOVA are also covered, along with data manipulation using pandas.
This course presents a comprehensive exploration of 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.
Enroll in this Tableau course to gain a comprehensive understanding of building compelling visualizations, organizing data effectively, and designing informative charts and dashboards to facilitate more insightful business decisions. Throughout the course, you will explore Data Visualization concepts, learn to create various combo charts and stories, and acquire proficiency in working with filters, parameters, and sets. Additionally, you will master the art of building interactive dashboards.
The Data Science Capstone project offers an excellent opportunity to apply the skills acquired throughout this program. Under the guidance of dedicated mentors, you will tackle a real-world, industry-aligned data science problem, covering everything from data processing and model building to reporting business results and insights. This project serves as the culminating step in your learning journey and allows you to showcase your expertise in data science to prospective employers.
Attend live online masterclasses conducted by renowned instructors from Caltech CTME. Understand the latest trends in the field of data science with this masterclass.
The purpose of project hours is to help you clarify any questions or concerns you may have about projects you've completed thus far.
Experts will respond to any questions or concerns you may have regarding the course material in this program.
This course will equip you with practical, data-driven decision-making skills through data analysis and statistics. Using the most common office tool, Excel, you will learn how to perform sophisticated data analytics to make informed business decisions.
Microsoft Power BI is a powerful tool used to perform data analysis, extract business insights, and build interactive dashboards. This comprehensive Power BI training course will empower you to leverage the full potential of Power BI, enabling you to solve business challenges and enhance operations effectively. Throughout the course, you will master the art of developing dashboards from published reports and discovering valuable insights using Quick Insights.
This course provides a comprehensive study of generative AI models, with a particular focus on ChatGPT. Participants will gain in-depth knowledge of the fundamental principles of generative AI, prompt engineering, explainable AI, conversational AI, ChatGPT, and other large language models.
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Tell us a bit about yourself & why you want to do Data Science Bootcamp
An admission panel will shortlist candidates based on their application
Qualified candidates can accept the offer by paying the Bootcamp fee
Dive into the dynamic world of data science with Caltech's online Data Science Bootcamp. With reports suggesting an average 36% growth in data science roles from 2021 to 2031, there has never been a better time to acquire such in-demand skills. This Data Science Bootcamp prepares you to leverage data, draw insights, and make data-driven decisions in this data-centric world. You will be uniquely positioned to capitalize on the wave of opportunities in various industries.
Caltech’s Data Science Bootcamp is designed to suit beginners & experienced professionals. With a focus on real-world applications, this course equips you with a broad range of skills, including data cleaning, statistical modeling, machine learning, and data visualization. Industry experts craft the curriculum to ensure it aligns with the fast-paced changes and demands of the data science industry. Immerse yourself in our interactive and practical approach to learning and secure a prosperous future in data science today!
There are as many online IT-related bootcamps as professionals across disciplines need to stay up to date with today’s rapidly changing technologies. Bootcamps provide a new way to learn IT-related skills, and are offered in a more short-term, immersive experience than traditional educational settings. Ultimately, the bootcamps teach hopeful IT professionals the skills they require for a career in their preferred field.
The typical bootcamp lasts between six weeks to 24 months, although most programs run from 12 and 40 weeks. Bootcamps deliver intensive learning coupled with great speed—after all, there is a lot of information to absorb, and time is limited! As a result, bootcamps limit instruction to the data science skills that are most relevant and needed for the position that the student is interested in getting. You don’t go to a programming bootcamp expecting to learn how to do cloud-based backups, for instance.
The better bootcamps provide an intense, accelerated learning experience coupled with hands-on data science projects that let students practice applying their newfound skills and knowledge. Also, they help their graduates find jobs in their chosen field—a huge advantage in super competitive areas.
You can find all kinds of bootcamps. Since the hallmark of a good bootcamp is flexibility and accessibility for students, they are broken down into two main types, each specially suited to accommodate a different student situation:
Bear in mind that the time figures aren’t set in stone, nor are they the same for every bootcamp offered. For instance, one specific bootcamp offers part-time at six hours per week for 10-12 weeks, and full-time at 40 hours a week for 10-12 weeks.
Besides the full-time/part-time dichotomy, there are the questions of where you attend bootcamp and how you participate in it. Your choices are:
Considering that data science is the study of data using algorithms, scientific methods, and programming skills to extract meaningful insights and knowledge from any structured or unstructured data, then obviously, a data science bootcamp teaches you how to perform these tasks easily.
But seriously, if you’re looking for a career in data science, you need to gain an understanding of popular data science tools, and develop the required skills. Best Data science bootcamps, supplemented with extra online courses, will get you where you want to be.
A data science bootcamp teaches you things like:
The more intensive bootcamps, normally the full-time ones, offer more practice, more live instructor training and interaction, more coding, and more hands-on projects. This is hardly surprising, considering the intensity of full-time bootcamp training.
We’ve discussed Data Science Boot Camp and touched upon Master’s degrees, but you should consider a third option. Simplilearn has a comprehensive selection of online courses available for the would-be data scientist.
Begin with Simplilearn’s data science tutorial. This starting tutorial is a great way to ease into the vast and complex world of data science. After completing the tutorial, build on what you’ve learned by taking additional courses such as data analytics, artificial intelligence, and Power BI.
A data scientist can’t have too much knowledge or too many skills, and the previous courses will flesh out your data science skills and prepare you for greater things.
Finally, you’re ready for the most comprehensive of Simplilearn’s Data Science Bootcamp in collaboration with Caltech CTME.
You can get broad exposure to key concepts and tools from Python, R to Machine Learning, and more with the Data Science Bootcamp in partnership with Caltech CTME, and featuring the perfect mix of theory, case studies and extensive hands-on practicum.
According to Indeed, data scientists can earn an average of USD 121,684, hitting over USD 140K after gaining three to five years of work experience.
Simplilearn offers you a smoother, more cost-effective way of attaining your data scientist goals. Check them out today and take the first steps toward that new career!
As a part of this Data Scientist Bootcamp, you will receive the following:
Caltech CTME program completion certificate
Receive up to 14 CEUs from Caltech CTME
Masterclasses delivered by distinguished Caltech faculty
Caltech CTME Circle Membership
Online convocation by Caltech CTME Program Director
25+ Integrated hands-on projects sessions along with live sessions
Access to integrated online labs
Capstone projects in 3 domains
Simplilearn’s Career Assistance helps you get noticed by top hiring companies
8X higher interaction in live online classes by industry experts
Professionals eager to develop expertise in Data Science with the objective of:
For admission to this Caltech Data Science Boot camp, candidates should have:
At least 18 years and have a High School Diploma or equivalent.
Prior knowledge or experience in programming and mathematics
Preferably 2+ years of formal work experience
When evaluating data science bootcamps, key factors to consider include the curriculum and topics covered, the expertise and qualifications of the instructors, the hands-on projects and practical experience offered and the job placement or career support provided by the bootcamp. Cost, duration, and alumni reviews can also be important in the decision-making process.
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.