Applied Data Science and Machine Learning Master’s Program

The Master’s Programme in Applied Data Science and Machine Learning, is a cutting-edge course designed to enable learners to build deep tech capabilities and make data-driven business decisions.

Program Overview

Is this Course for You?

Dear College Student, this course might be just what you need if…

You are not studying Computer science but want to learn Software Skills.

You want an Internship and wish to work on Live Projects.

You want to learn more than the theory taught in college.

You want to enhance your Skills in Tech to land a great job.

Pogram Overview

The Master’s Programme in Applied Data Science and Machine Learning, is a cutting-edge course designed to enable learners to build deep tech capabilities and make data-driven business decisions. With the massive amount of data generated daily from millions of devices, Applied Data Science has become a crucial field in today’s world. The program offers a unique learning experience that combines masterclass lectures, hands-on labs, hackathons, workshops, industry interactions, and a campus visit to fast-track learning.

The Data Science course covers various topics such as data preprocessing, machine learning algorithms, deep learning models, and natural language processing, among others, to prepare learners to handle complex data sets and provide data-driven solutions. The curriculum is designed to meet industry standards and includes real-world case studies, ensuring learners have hands-on experience working with industry-relevant tools and technologies. The course also enables learners to acquire soft skills such as communication, teamwork, and leadership, which are essential for success in the workplace.

Participants of the course benefit from the expertise of leading faculty members and industry experts, who provide personalized guidance and mentorship throughout the course.

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Internships

Worried about college internships and projects?

Worry No More !

At EduTech Versity, we offer internships and projects as part of our courses.

Syllabus

Statistics for Analytics

Understanding the Data
Probability and its uses
Statistical Inference
Data Clustering
Testing the Data
Regression Modelling

Data Science with Python

Introduction to Data Science and ML using Python
Data Handling, Sequences and File Operations
Deep Dive – Functions, OOPs, Modules, Errors, and Exceptions
Introduction to NumPy, Pandas, and Matplotlib
Data Manipulation
Introduction to Machine Learning with Python
Dimensionality Reduction
Supervised Learning
Unsupervised Learning
Association Rules Mining and Recommendation Systems
Reinforcement Learning
Time Series Analysis
Model Selection and Boosting
Statistical Foundations
Database Integration with Python
Data Connection and Visualization in Tableau
Advanced Visualizations

PySpark Certification Training Course

Introduction to Big Data Hadoop and Spark
Introduction to Python for Apache Spark
Functions, OOPs, and Modules in Python
Deep Dive into Apache Spark Framework
Playing with Spark RDDs
Data Frames and Spark SQL
Machine Learning using Spark MLlib
Deep Dive into Spark MLlib
Understanding Apache Kafka and Apache Flume
Apache Spark Streaming – Processing Multiple Batches
Apache Spark Streaming – Data Sources
Implementing an End-to-End Project
Spark GraphX

Tableau Certification Training

Data Preparation using Tableau Prep
Data Connection with Tableau Desktop
Basic Visual Analytics
Calculations in Tableau
Advanced Visual Analytics
Level Of Detail (LOD) Expressions in Tableau
Geographic Visualizations in Tableau
Advanced Charts in Tableau
Dashboards and Stories

Artificial Intelligence Certification Course

Introduction to Text Mining and NLP
Extracting, Cleaning and Preprocessing Text
Analyzing Sentence Structure
Text Classification
Introduction to Deep Learning
Getting Started with TensorFlow
Convolution Neural Network
Regional CNN
Boltzmann Machine & Autoencoder
Generative Adversarial Network (GAN)
Emotion and Gender Detection
Introduction to RNN and GRU
LSTM
Auto Image Captioning Using CNN LSTM
Developing a Criminal Identification and Detection Application Using OpenCV
TensorFlow for Deployment
Project

Reinforcement Learning

Introduction to Reinforcement Learning
Bandit Algorithms and Markov Decision Process
Dynamic Programming & Temporal Difference Methods
Deep Q Learning

Graphical Models

Introduction to Graphical Model
Bayesian Network
Markov’s Networks
Inference
Model Learning

Decision Tree Modeling

Introduction to Decision Tree
Data design for Modelling
Data treatment before Modelling
Classification of Tree development and Algorithm details
Industry practice of Classification Tree-Development, Validation and Usage
Regression Tree and Auto Pruning
CHAID Algorithm
Other Algorithms

Machine Learning

Introduction to Machine Learning
Recommendation Engine
Implementing a recommender and recommendation platform
Clustering
Classification

Tableau Certification Training

Data Preparation using Tableau Prep
Data Connection with Tableau Desktop
Basic Visual Analytics
Calculations in Tableau
Advanced Visual Analytics
Level Of Detail (LOD) Expressions in Tableau
Geographic Visualizations in Tableau
Advanced Charts in Tableau
Dashboards and Stories

Microsoft Power BI Certification Training

Introduction to Power BI
Power BI Desktop and Data Transformation
Data Analysis Expressions (DAX)
Data Visualization
Power BI Service
Connectivity Modes
Power BI Report Server
R & Python in Power BI
Advance Analytics in Power BI

Tools & Technologies You will Learn

Hear what our Learners Have to Say...

As a college student, I was looking for ways to gain practical skills that would make me stand out in the job market. Their software courses are incredibly comprehensive and practical. I learned not only programming languages but also how to apply them in real-world scenarios.

Vishal

The internships and project opportunities they offer are invaluable. I had the chance to work on real projects, and this experience set me apart during job interviews. Thanks to EduTech Versity, I secured an amazing job right out of college. I highly recommend them to any student looking to boost their employability.

Divya

EduTech Versity truly provided me with a career-changing experience. Their software courses are well-structured and up-to-date with industry standards. I appreciated the hands-on approach, which allowed me to apply what I learned immediately.

Sunil

The hands-on experience and industry-oriented curriculum make all the difference. I completed a challenging project with their guidance, and it became a highlight on my resume.

I secured an internship at a renowned tech company through their program, and it was the stepping stone to my career.

Priya

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