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:
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Program completion certificate from Caltech CTME
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Comprehensive learning path performance report
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Membership in the Caltech Circle LinkedIn group
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Up to 14 CEUs (Continuing Education Units)
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Personalized career support services from Simplilearn
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.
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Tools covered: |
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Exploratory Data Analysis
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Descriptive Statistics
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Inferential Statistics
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Model Building and Fine Tuning
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Supervised and Unsupervised Learning
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Ensemble Learning
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Deep Learning
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Data Visualization
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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.
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.
