Program Overview
The Caltech Center for Technology and Management Education (CTME) provides customized education programs to professionals in technology-driven organizations. The Center, in Caltech's Division of Engineering and Applied Science, offers a broad range of certificate programs, interactive workshops and short courses, including advanced engineering, project management, operations, data analytics, technical marketing, leadership, and innovation. In addition to public classes for individuals, CTME provides customized educational solutions for organizations
Powered by upGrad and Fullstack Academy, the programs are designed by global leaders from Caltech's Center for Technology and Management Education, one of the world’s top universities, with a driven focus on practical knowledge of tools with Masterclasses, graded assignments, and a capstone project. The curriculum also includes live and recorded lectures along with the flexibility to learn while professionals are already pursuing a job in parallel.
EligibilityEnglish language skills, computer skills, Programming experience not mandatory, The program design and curriculum assumes as undergraduate degree has been earned by the learner. However, undergraduates/freshers from STEM discipline can also apply.
Mode of Teaching & ExamsOnline
Medium of InstructionsEnglish
Program DateSep 30, 2022
Fees3,00,000 (incl. taxes)
Duration 9 Months
Program Benefits
- Assured data-analytics job opportunities
- 200+ hours of learning
- No cost EMI options available
- AI powered profile builder
- Career mentorship sessions (1:1)
- Just-in-time interviews
- Designed for working professionals
- Tableau and AWS Certification preparation included
- Certificate programme from Caltech
- Caltech approved faculty masterclasses
- Student Support available all day for your convenience (24*7)
- Interview preparation
Syllabus
Prep Course
Data Analysis in Excel + Presentation
Business Problem Solving
Python Bootcamp
Welcome Module (to be released on the day of the webinar with a deadline of 1 day)
Introduction to Python
Python for Data Science
Programming in Python + Python Graded Questions
Python for Data Science
Data Visualization in Python
EDA
Python Assignment
Machine Learning
Inferential Statistics
Hypothesis Testing
Linear Regression
Unsupervised Learning: Clustering
Logistic Regression
Time Series Forecasting
Decision Trees
SQL
Database Design and Introduction to MySQL
Advanced SQL
Data Modelling
Advanced SQL II
SQL Assignment
Tableau
Tableau Certification
Tableau Assignment
Data Storytelling
AWS
AWS Certification
Capstone Project
Capstone
Optional
Random Forest Boosting
Advanced Regression
Introduction to Deep Learning - Artificial Neural Networks, Backpropagation & TensorFlow
Convolutional Neural Networks
Deep Learning Assignment
Introduction to Natural Language Processing - Lexical Processing
NLP Assignment Interview Prep Content
Advanced Time Series
Domain Specific Modules - BFSI/Healthcare
Syntactic Processing
5+Projects 200+Hours of Learning 2ndGlobal Rank 1Capstone
Programming Languages and Tools Covered
