Admission 2023-24
upGrad partners with Dev Bhoomi Uttarakhand University for BTech Data Science
Notice Regarding Result Declaration
July 5, 2022upGrad partners with Dev Bhoomi Uttarakhand University for BTech Data Science
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The largest higher education technology company in India, upGrad, has partnered with Dev Bhoomi Uttarakhand University, the best engineering college in Dehradun, for the students of B.Tech Data Science.
Also read: BCA Data Science: Scope & Career Opportunities
Our lives are becoming more and more dependent on data. The information generated by millions of people worldwide influences everything, including our healthcare and entertainment. The data industry is expanding as we continue to produce data in higher volumes and on a larger scale. Data scientists examine all the information you require about the current environment.
Dev Bhoomi Uttarakhand University and Upgrade Data Science Program have partnered to help B.Tech Data Science students in order to give them a better future and great skills in the field of data science.
Program Highlights
Object-Oriented Programming in Java
- Variables and data types
- Conditionals, Loops, and Functions
- Abstraction and Encapsulation
- Inheritance & Polymorphism
- Arrays and Linked Lists
- Recursion & Basics
Python for ML
- Introduction to Python
- Python for ML(Numpy, Pandas)
- Data Cleaning in Python & Intro to Kaggle
Machine Learning - 1
- Linear Regression
- Logistic Regression
- Naive Bayes
- Clustering
Topics
Article (2)
Architecture (4)
BAMS (3)
Computer Science (4)
Data Science (2)
Engineering (6)
Hotel Management (1)
Nursing (2)
Paramedical (1)
Pharmacy (2)
Placement (3)
Machine Learning - 2
- Model Selection
- Advanced Regression
- Support Vector Machines
- Tree Models
Algorithm Analysis & Design Techniques
- Algorithm Analysis
- Searching & Sorting
- Greedy Algorithms
- Dynamic programming
SQL & visualization
- Data Analysis using SQL
- Advanced SQL
- Visualization in Python
- Visualization in Tableau
Natural Language Processing
- Basics of Text Processing
- Lexical Processing
- Syntax and Semantic Processing
Data Structures
- Stacks and Queues
- Hashtables and hashmaps
- Binary Trees and Binary Search Trees
- Priority Queues and Heaps
- Graphs and graph algorithms
Statistics & EDA
- Inferential Statistics
- Hypothesis Testing
- EDA
Big Data Analytics
- Hadoop
- Sqoop
- Hive
- Spark
Competitive Programming
- Recursion
- Strings & Arrays
- Stacks & Queues
- Sets & Hashtables
- Binary Trees & Binary Search Trees
- Priority Queues & Heaps
- Graphs and Graph Algorithms
Deep Learning
- Neural Network & Perceptron
- Convolutional Neural Network
- Recurrent Neural Network
What Does a Data Scientist Do? What are the Roles and Responsibilities of a Data Scientist?
Roles and duties of data scientists include:
- The extraction of useful data from valuable data sources is known as data mining.
- Choosing features, building classifiers, and optimising them with the aid of machine learning tools.
- Performing preprocessing on both structured and unstructured data and improving data collection methods to incorporate all necessary data for creating analytical systems
- Preparing, purifying, and verifying the accuracy of data for analysis.
- Finding patterns and solutions by analysing a lot of data creating machine learning algorithms and prediction systems Clearly presenting the results.
- To provide tactics and solutions to deal with business challenges.
- Work together with the IT and business teams.
Start Exploring Data Science Today!
The Best Engineering College in Dehradun, Dev Bhoomi Uttarakhand University, in collaboration with upGrad, teaches the most recent data science techniques. Anyone looking to start a career in data science or someone looking to advance their career in the field should consider this programme.
