Program Highlights
Why Choose Advance Data Science Program?
Interactive learning anywhere
Attend online classes led by our top-notch faculty from anywhere in the world. Ask questions, engage with your peers.
Project Based Education
Apply data analysis techniques to solve real-world problems & build machine learning models to solve industry grade data problems.
Specialize through our electives
Specialize from a variety of electives including Advanced Machine Learning, Data Analytics with R, Deep Learning etc.
Industry Focus
Choose projects from Ecommerce, BFSI, Telecom, Retail & become a domain specialist in the application of data science & machine learning.
Projects
Real world datasets from companies like Nike, Yelp, Amazon, Netflix etc. are provided to our students
Mercedes-Benz Greener Manufacturing time
The dataset contains 386 variables & 4210 observations of mercedes manufacturing data
Wine Quality data analysis
The dataset contains 12 variables and over 1500 observations on wine quality
Detect diabeties in patients
The dataset contains 9 variables and 769 observations on suspected patients
Analysis of Gun Violence in USA
"The dataset contains 6 attributes with 501 instances of Children killed & injured across all the states of the USA."
Adult Income Dataset
The dataset has 15 attributes & 32562 instances about adult income and some data of other parameters
Supermarket Purchase Analysis
The dataset contains 6 variables & 702 observations identifying shopping behaviour of a segment of customers.
Career Centre
Exclusive Interview preparation guides, Career Support, Placement Opportunity and many more..!
career Booster
Interview preparation guides, Extra sessions on cutting edge technologies
Real World Projects
Integrating real world projects to make your resume world class
Workshops
Exclusive Resume Workshop session by an expert.
Placement Opportunity
Post assessment, we provide jobs and internships to qualified students In Tech Mahindra*
Faculty
Our world-class faculty are experienced working professionals working in senior positions of top-tier companies
Sai Charan Tej Kommuri
5+ Years
Product Manager - Pegasystems
Rajeev Kumar
20 Years+
Artificial Intelligence Expert, IBM
Ratnakar Pandey
15 Years +
India Head Analytics and Data Science - Kabbage
Arun Reddy
5 Years +
Product Manager- UpX Academy
Syllabus
What are you going to learn ?
Module 1: Data Science Introduction & Use Cases
Module 2: Python Basics: Basic Syntax, Data Structures
Module 3: Python Basics: Loops, If-elif statements, Functions, Exception Handling
Module 4: Statistics 1: Measures of central tendency, Population, Sample, Probability Distribution
Module 5: Statistics 1: Normal and Binomial Distribution, Random Variable, Pictorial Representations
Module 6: Python Advanced: Numpy, Pandas
Module 7: Python Advanced: Data Manipulation, Matplotlib
Module 8: Exploratory Data Analysis: Data Cleaning, Data Wrangling
Module 9: Exploratory Data Analysis: Data Visualisation
Module 10: Exploratory Data Analysis: Case Study
Module 1: Introduction to Tableau
Module 2: Data visualisation
Module 3: Analytics concepts with Statistics - I
Module 4: Analytics concepts with Statistics - II
Analytics Concepts using caluclated feilds
Module 6: Analytics concepts for integrating dashboards
Module 7: Mini project workshop - Visual Analytics
Module 8: Integration of Tableau with Python
Module 1: ML Introduction & Use Cases
Module 2: Statistics 2 - Inferential Statistics
Module 3: Linear Regression
Module 4: Logistic Regression
Module 5: Decision Trees, Random Forest
Module 6: Modelling Techniques (PCA, Feature Engineering)
Module 7: KNN, Naive Bayes
Module 8: Support Vector Machines(SVM)
Module 9: Clustering, K-means
Module 10: Time Series Modelling
FAQ
All the courses are instructor-led and take place online. The online interface lets you and the faculty have a two-way interaction. It’s as good as sitting in a physical classroom.
All classes take place over the weekends in the mornings. There’ll be one class of 2 to 2.5 hours on Saturdays and Sundays each. This means that you can now acquire in-demand skills without compromising on your schedule.
Yes, the recordings of the trial classes are uploaded.
In physical classrooms, students generally feel hesitant to ask questions. If you miss any class or didn’t understand some concepts, you can’t go through the class again. However, in online courses, it’s possible to do that. We share the recordings of all our classes after each class with the student. Also, there’s no hassle of long distance commuting and disrupting your schedule.
We believe that unless you implement the concepts studied in the classes, you are unable to join the dots and hence can’t see the entire picture. Our capstone projects let you apply the learned concepts to real-world data sets. You’ll be working on real-time data-sets (which can run in 100s of MBs or possibly in GBs!) which you get to choose from a variety of domains such as retail, finance, social media, healthcare, etc. These datasets have been curated from top sources such as World Bank, US Health Department, Carnegie Mellon, Stanford and many more.
You’ll get access to our virtual computing lab through the login credentials provided to you. The virtual machines will enable you to work on “Big Data” sets for your projects and practice hands-on too.
We provide certification of completion to students who attend at least 70% of the classes. After the course ends, we conduct a certification exam that evaluates them on the skills they have learnt. Certification from Tech Mahindra is provided to only those who clear the exam. The exam is purely case-based and not even a single theory question is asked.
We provide career workshops and industry immersion sessions to help you become ready for roles you are aspiring for. We also help you in resume review and interview preparation. If you diligently follow our advice, you should start getting interview calls as soon as you finish the course.