Data Science Course

Data Science

Data Science Masters will make you a skilled data scientist in just six months. It covers all the essentials of the field and provides plenty of hands-on experience.

100⁺_hrs.

200⁺_hrs.

7⁺_hrs.

5⁺_hrs.

24X7

Live Virtual Mentoring

Coding Assignments

REALTIME PROJECTS

INDUSTRY CASES

Customer Service & Coding Support

Course Outline

Fundamentals of R and Python

Basics of Python and R
Conditional and loops
String and list objects.
Functions & OOPs concepts
Exception handling
Database programming

Data Wrangling

Reading CSV, JSON, XML and HTML files using Python
NumPy & pandas
Relational databases and data manipulation with SQL
Scipy libraries
Loading, cleaning, transforming, merging, and reshaping data
Database programming

Statistics and Probability

Probability mass functions
Probability distribution functions
Cumulative distribution functions
Modeling distributions
Inferential statistics
Estimation
Hypothesis testing
Implementation of statistical concepts in Python

Machine Learning models in Python

Building models using below algorithms
Linear and logistics regression
Decision trees
Support vector machines (SVMs)
Random forests
XGBoost
K nearest neighbour & hierarchical clustering
Principal component analysis
Text analytics and time series forecasting

Data Visualization using Matplotlib and Tableau

Interactive visualizations with Matplotlib
Data visualizations using Tableau
Tableau dashboard and story board
Tableau and R integration

Deep Learning using TensorFlow

Basics of neural network
Linear algebra
Implementation of neural network in Vanilla
Basics of TensorFlow
Convolutional neural networks (CNNs)
Recurrent neural networks (RNNs)
Generative models
Semi-supervised learning using GAN
Seq-to-seq model
Encoder and decoder

Handling Big data with Spark

Introduction to Big Data & Spark
RDD's in Spark, data frames & Spark SQL
Spark streaming, MLib & GraphX

Project

Data Science

Course Outline

Why Our Courses Rank Amongst the Best

The Master's in Data Science was influential in shaping my career. It helped me understand the world of analytics. The mentors and support team were always helpful. I recommend this to anyone interested in data science.
Rahul Mehta, Accenture

"One word... WOW!!"
Prashant Jha , Cognizant

"The course content was well-designed and easy to follow. Assignments were concept-based and helped us practice what we learned. The traine was experienced data scientist and gave examples from the industry. I recommend this!"
Madhav Sharma, Mercedez Benz

Data Science

Course Outline

Why Our Courses Rank Amongst the Best

The Master's in Data Science was influential in shaping my career. It helped me understand the world of analytics. The mentors and support team were always helpful. I recommend this to anyone interested in data science.Rahul Mehta, Accenture

"One word... WOW!!"Prashant Jha , Cognizant

"The course content was well-designed and easy to follow. Assignments were concept-based and helped us practice what we learned. The traine was experienced data scientist and gave examples from the industry. I recommend this!"Madhav Sharma, Mercedez Benz

The Master's in Data Science was influential in shaping my career. It helped me understand the world of analytics. The mentors and support team were always helpful. I recommend this to anyone interested in data science.
Rahul Mehta, Accenture

"One word... WOW!!"
Prashant Jha , Cognizant

"The course content was well-designed and easy to follow. Assignments were concept-based and helped us practice what we learned. The traine was experienced data scientist and gave examples from the industry. I recommend this!"
Madhav Sharma, Mercedez Benz