Diploma Certification in Data Science and Machine Learning with AI

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Let the transformation begin!

- The program has specifically been designed in accordance with the in-demand technologies for deep learning, Artificial Intelligence as well as Big Data Ecosystem. The curriculum has been prepared after getting inputs and requirements from companies like Google, Amazon, Netflix and Uber. Here the student would start the learning from the foundations of Data Science till the most advances applications of data science like Alexa, Google Assistant and other smart cloud based data driven applications. 

Hear it from the expert

Course Curriculum

Intro to Data Science
  • Introduction
Python
  • Introduction to Python
  • Python Environment
  • Executing Python
  • Python Basic Syntax
  • Python Variable Types
  • Python Basic Operators
  • Python Decision Making
  • Python Loops
  • Python Numbers
  • Python Strings
  • Python Lists
  • Python Tuples
  • Python Dictionary
  • Python Functions
  • Python Modules
  • Python Files I/O
  • Python Exceptions
  • Python Classes and Objects
  • Functional Programming
  • Iterators and Generators
  • Collections
  • Debugging, Testing
  • Regular Expressions
  • Deploying Python Applications
Data Wrangling
  • Black Box Introduction to Machine Learning
  • Essential NumPy
  • Pandas for Machine Learning
  • Understanding Visualization
Mathematics Fundamentals
  • Essential Maths
  • Basic Statistics
  • Advance Statistics
Machine Learning
  • Linear Models for Classification
  • Preprocessing for Machine Learning
  • Decision Trees
  • Naive Bayes
  • Composite Estimators using Pipelines
  • Model Selection
  • Feature Selection
  • Nearest Neighbours
  • Clustering Techniques
  • Anomaly Detection
  • Support Vector Machines
  • Dealing with Imbalanced Classes
  • Ensemble Methods
  • Recommendation Engine
  • Time Series Modeling
  • Packaging
Artificial Intelligence
  • Neural networks
  • Applications of deep learning in various scenarios
  • Statistical NLP (Natural Language Processing)
  • Sequential NLP (Natural Language Processing)
  • Advanced Computer Vision
  • GANs (Generative adversarial networks)
  • Reinforcement Learning
  • Jumpstarting AI
Big Data Ecosystem
  • Introduction to Big Data
  • Internal Details of Spark
  • Foundations of Spark using RDD
  • Data Wrangling using Data Frames
  • Packaging

Features of the Program

  The extensive training program comprises of certain key features to ensure an organic, productive and successful growth for a Learner.        

Learning

400+ hours of end-to-end learning, study material and references along with recorded lectures and live classes

Projects & Assignments

35+ industry oriented assignments and 30+ live projects with Industrial Mentor-ship and support

Career support

A strong portfolio with a trendy resume always gives an extra edge in an interview. Hence guidance and suggestions for better portfolio building are provided and shared with candidates

Support 

24*7 Email support is provided so that a candidate does not have to wait long for query resolutions. Support care is also available through telephones in case of escalated queries. 

Diploma from MIT  

Candidates enrolling for this program get themselves the diploma certification from Massachusetts Institute of Technology, Cambridge USA. In collaboration with MIT we have taken a step forward to provide candidates an exposure to the international standardised learning as well as an opportunity of interacting with the alumni and faculty from MIT.

8 Interviews

With a corporate network and long term relation with our hiring partners, we get our candidates allocated with 8 technical interviews in different organisations based on their calibre and performance during the program.

8 Live Projects

Practical based learning and relevant Hands-on experience is a very important feature for this training program. Every candidate gets 8 live industry projects along with many capstone projects to acquire the practical knowledge as well and build a stronger portfolio. 

Here's a Basic Idea to Python

Why Join Diploma Program?

100+

Alumni have transitioned to Machine Learning and Artificial Intelligence roles.

50%

is the average salary hike post certification through us.

10 lacs

is the starting average package for freshers in the field of AI and Machine Learning after Modulus Certification.

The learning has already begun. Are you ready for the future?

Mode of Learning- Online

Course Duration- 12 months

Access to the platform-  24 months

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