Collegedunia is offering an Advanced Certification in Data Science & Engineering course under E&ICT Academy, NIT Patna’s online development program. It is an online certification course of 8 months. The certificate of the course will be issued by NIT Patna. The course is customized for the candidates who wish to gain knowledge about Data Science. Professionals and PhD scholars can also benefit from this course.

Data Science and Engineering Program Highlights

  • 32 weeks program
  • Course is divided into 7 modules
  • Includes 8+ case studies and assignments
  • Hands-on experience with 4 Tools and Software
  • Capstone Project
  • Career preparation through aptitude skill training
  • Resume writing workshops
  • Interview preparation using Mock interviews

Eligibility Criteria

Any Engineer (fresher and experienced both), Software and IT Professionals, Product and E-commerce Folks, BFSI Professionals, Marketing and Sales Professionals, Managers or Executives in Manufacturing, Construction, etc are eligible to apply.

Admission Process

Follow the below-mentioned steps to apply for the Data Science and Program:

Step 1: Fill out your details using a simple online application form.

Step 2: Interview Process - Go through a screening call with the Admission Director’s office.

Step 3: Join Program - An offer letter will be rolled out to selected candidates. Secure your seat by paying the admission fee.

Course Curriculum

The program of Data Science and Engineering is divided into 7 modules as described below:

Collegedunia
Module Course Name Topic Name
Module-0 Preparatory Course Basics of Python
Data Analysis in Excel
Analytics in Problem Solving
Module-1 Foundation Introduction to Programming using Python
Syntaxt & Semantics of Programming
Conditional Statements
Loops
Iterators
User Defined Functions
Numpy
Pandas
Visualization in Python
Assignment Graded Assignment
Module-2 Exploratory Data Analysis Pandas for Data Cleaning & Data Manipulation
Summary Statistics
Seaborn
Matplotlib
Assignment & Case-Study Graded Assignment
Module-3 Statistical Methods for Decision Making Probability Distribution
Normal Distribution
Poisson's Distribution
Baye's Theorem
Central Limit Theorem
Hypothesis Testing
One Sample T-Test
Anova and Chi-Square
Assignment & Case-Study Graded Assignment
Module-4 SQL Programming Introduction to DBMS
ER Diagram
Schema Design
Key Constraints & Basics of Normalization
Joins
Subqueries Involving Joins & Aggregations
Sorting
Independent Subqueries
Correlated Subqueries
Analytic Functions
Set Operations
Grouping &Filtering
Assignment Graded Assignment
Module-5 Machine Learning Techniques Linear & Logistic Regression
Supervised Learning Classification
Unsupervised Learning
Ensemble Techniques
Assignment & Case-Study Graded Assignment
Module-6 Applications of Data Science (We can also put application of Data Engineering in this specialization) Time Series
Text Mining
Data Visualization
Project Capstone Project The capstone project is considered as the cornerstone of your learning as you would gain the expertise to work with the tools of Data Science.
Career Preparation Aptitude Skill Training and Development, Resume Review Workshops, Interview Preparation -

Tools Covered throughout the course

  • Python
  • MySQL
  • Excel
  • Tableau

Benefits of choosing Collegedunia’s Data Science and Engineering Program

There will be many benefits after completion of the Data Science and Engineering online certification program. The certificate of the program will be issued by NIT Patna. This program is beneficial for freshers, working professionals and PhD scholars. All the necessary skills related to data science are taught in the Data Science and Engineering program. Some of the benefits you can gain from the program are:

  • 200+ Hrs Learning Hours
  • Industry Readiness Assessments
  • High-Performance Coaching (1:1)
  • Hands-on learning on Analytical and Programming tools such as Python, My SQL, Tableau, Excel
  • Real-world industry-relevant projects
  • Network with industry leaders through our offline immersion program
  • Access to career services which includes Job boards, Hiring events, Resume Building & Mock Interview workshops
  • Live Personalized Mentorship in small groups