Caltech - Caltech CTME Data Analytics Certificate Program

Offered byTalentedge
Estd. 2012

Caltech CTME Data Analytics Certificate Program
at
Talentedge
Overview

Learn Data Analysis from spreadsheets and presentation tools Excel + Powerpoint

Duration	9 months
Total fee	₹3.00 Lakh
Mode of learning	Online
Credential	Certificate

Caltech CTME Data Analytics Certificate Program
at
Talentedge
Highlights

Earn a certificate of completion from Caltech
EMI Options Available
Learn from the experts in Data Analytics to get a detailed knowledge of the concepts
Gain expertise on widely used skills like Excel, SQL, Powerpoint, Tableau, AWS, Python, NLP

Caltech CTME Data Analytics Certificate Program
at
Talentedge
Course details

Who should do this course?

For Working Professionals

What are the course deliverables?

Develop your knowledge of the most popular analytics tools and technologies
Develop the capacity to use data analytics tools to solve business problems on your own
Learn about Data Analytics uses and ramifications in various industries
Learn how to extract key business insights from data and convey them to stakeholders in a clear and concise manner
Create models that forecast future trends and utilise them to guide business decisions

More about this course

The curriculum has been designed to meet the demands of the industry by some of the best professors in the field from Caltech and Fullstack Academy
This program covers Python, SQL, and Tableau along with NLP, ML and Artificial Intelligence
Learners are encouraged to bring their own project for the Capstone

Caltech CTME Data Analytics Certificate Program
at
Talentedge
Curriculum

Prep Course

Data Analysis in Excel + Presentation

Business Problem Solving

Course 1- Python Bootcamp

Welcome Module

Introduction to Python

Course2- Python

Programming in Python + Python Graded Questions

Python for Data Analytics

Data Visualisation in Python

EDA

Python Assignment

Course 3- SQL

Database Design and Introduction to MySQL

Advanced SQL

Data Modelling

Advanced SQL II

SQL Assignment

Course 4- Tableau

Tableau Certification

Data Storytelling

Tableau Assignment

Course 5- Machine Learning

Inferential Statistics

Hypothesis Testing

Linear Regression

Logistic Regression

Unsupervised Learning: Clustering

Decision Trees

Model Selection

Time Series Forecasting

Assignment

Course 6- AWS

AWS Certification

Course 7- Capstone Project

Optional

Random Forest

Boosting

Advanced Regression

Introduction to Deep Learning - Artificial Neural

Networks, Backpropagation and TensorFlow

Convolutional Neural Networks

Deep Learning Assignment

Introduction to Natural Language Processing -

Lexical Processing

Syntactic Processing

NLP Assignment

Advanced Time Series

Domain Specific Modules - BFSI and Healthcare

Interview Prep Content

Caltech CTME Data Analytics Certificate Program
at
Talentedge
Faculty details

Behzad Ahmadi

With over 3 years of experience as a data scientist, experience with data analytics, machine learning methods, and feature extraction, he has an extensive knowledge of machine learning, neural networks, classification and pattern recognition, Support Vector Machine, regression methods, K-means clustering, anomaly detection, recommender systems, statistics, and modeling.

Arvind Kaushik

Mr. Kaushik has an MBA from UC Irvine, focusing on Strategic Information Systems, IT Management, Operations, and Decision Analysis. He has a BS in Computer Science and Computer Engineering, focusing on SDLC, Database Engineering, and enterprise-scale Applications

James H. Faghmous

James build and lead teams that create innovative data products. His expertise is in developing and executing data analytics strategy, especially in non-technical settings.

Eva Lee

Professor, Sys Eng; Director-Center for Operations Research in Medicine and HealthCare, Georgia Institute of Technology