Post Graduate Program in Data Science

Course Code

Transform your career with the Post Graduate Program in Data Science, a part-time certificate program designed for professionals aiming to dive into data-driven decision-making. Collaborating with Simplilearn, this rigorous program provides hands-on training in cutting-edge tools, taught by industry experts, alongside insightful masterclasses from Caltech CTME. Enroll today and advance your career in business intelligence or data science.

Young male data scientist professional intently working on a computer code.

Start Date April 26
Time N/A
Duration 6 Months
Program Type Bootcamp
Certificate Type Certificate
Format Hybrid-Online
CEUs 14
Fees $4,000

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Program Experience

The Post Graduate Program in Data Science, delivered in partnership with Simplilearn, offers an immersive 24-week educational journey tailored for individuals eager to excel in the field of data science. This program places a significant emphasis on machine learning tools and Python, equipping participants with essential skills to harness data-driven decision-making. Covering critical subjects such as Python programming, R programming, machine learning, deep learning, and advanced data visualization techniques, learners will also explore innovative topics like generative AI and Large Language Models (LLMs).

The curriculum employs an interactive learning model that includes pre-recorded video content, readings, extensive live sessions, and hands-on practical labs facilitated by Simplilearn's industry experienced instructors. Participants will engage in real-world projects that consolidate their understanding and enable them to apply theoretical concepts in practical settings. Additionally, attendees will benefit from monthly masterclass presentations led by Caltech CTME instructors, who will share invaluable industry insights and best practices. By the conclusion of this bootcamp, participants will be well-prepared to tackle the challenges of data science and elevate their careers in this dynamic field.

Benefits

The Post Graduate Program in Data Science combines Simplilearn and Caltech CTME's commitment to excellence in professional development. Simplilearn’s Applied Learning model brings classroom learning experience online with its world-class Learning Management System (LMS). It combines instructor-led training in virtual classrooms, self-paced learning, and personalized mentoring to provide an immersive learning experience.

This part-time program also provides 24/7 teaching assistance, online practice labs to do real-world projects, and a vibrant social forum where you can discuss ideas with your peers.

Simplilearn's Applied Learning promotes learning by doing and not just watching.

Upon completion of the program, you will receive:

Program completion certificate from Caltech CTME
Comprehensive learning path performance report
Membership in the Caltech Circle LinkedIn group
Up to 14 CEUs (Continuing Education Units)
Personalized career support services from Simplilearn

Topics

Fast track your career in the data domain via a comprehensive curriculum covering critical Data Science topics like Python programming, R programming, Machine Learning, Deep Learning, and Data Visualization tools through an interactive learning model with live sessions by global practitioners in practical labs. Discover fast evolving generative AI tools such as ChatGPT.

Skills covered:

Tools covered:

Exploratory Data Analysis
Descriptive Statistics
Inferential Statistics
Model Building and Fine Tuning
Supervised and Unsupervised Learning
Ensemble Learning
Deep Learning
Data Visualization

Python
R
Generative AI LLMs, ChatGPT, Google Bard, Midjourney
Tableau
PowerBI
MySQL
TensorFlow
NumPy
SciPy
Pandas
Matplotlib
scikit-learn
Mind Mapping

Project-Based Learning Cases

Project 1: Mobility as a Service

An autonomous car company wants to improve the accuracy of its fare prediction model. Help the company by choosing the best data and AI technologies to build its next-generation model.

Project 2: Automobile Manufacturing

An automotive company wants to reduce the time it spends on the test bench. Build and optimize the machine learning algorithms to achieve this objective.

Project 3: Ecommerce

An online retailer offers product recommendations based on customer activity and the buying habits of other shoppers. Help the company improve its recommendation engine.

Project 4: Retail

Predict accurate sales for a retail chain of stores considering the impact of promotional markdown events. Check the impact of macroeconomic factors like the Consumer Price Index (CPI) and unemployment rate on sales.

Project 5: Telecommunications

A service provider wants to improve customer experience by identifying and acting on problem areas that lower customer satisfaction, and are seeking recommendations that can be implemented.

Who Should Attend

The Post Graduate Program in Data Science, in partnership with Simplilearn, is designed for working professionals seeking to transition into the field of data science, regardless of their current industry or background. Participants can come from various domains, including finance, healthcare, marketing, and technology, enriching class discussions with diverse perspectives. This bootcamp is particularly well-suited for individuals with an analytical mindset who are eager to acquire essential data science skills and tools. Whether you hold a technical degree or not, if you possess curiosity and a willingness to learn, this program can empower you to thrive in the data-driven landscape and advance your career in data science.

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