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  • Admissions Open 2022-23 :
Vignan's Foundation for Science, Technology & Research | Sage University | Hindustan Institute Of Technology & Science | Sandip University | Venkateshwara Open University | Suresh Gyan Vihar University | MIT School of Distance Education | GNIOT University

Professional Certificate Program in Data Science and Business Analytics

About Program

  • Hours of Live Classes

    10-12 hours/week

  • Class Type

    Online Class

  • Batch Size

    20

  • Eligibility

    Graduation

  • Course Duration

    9 months

  • Batch Start From

    14/09/2022

Program Overview

Strengthen your decision-making skills with a global professional certificate from the global universities. Identify insights, improve your ability to make predictions, & make better data-driven business decisions.

Data analysis in Excel, Analytics problem solving

Intro to DS landscape + Business problem solving, Python programming essentials I - Variables, Expressions, and Control statements, Python programming essentials II - Functions and Data structures, Python libraries for data science - NumPy, Python libraries for data science - Pandas, Python assignment, Data analysis using SQL, Practical data considerations data cleaning and Preparation

What is statistical analysis &visualisation, Visualization in python, Benefits of visualisation, Different types of statistical analysis, Visualisation using tableau, Exploratory data analysis, etc.

Linear regression - I, Linear regression - II, Logistic regression, Decision tree models, Unsupervised learning: Clustering, Unsupervised learning: Dimensionality reduction techniques-Naive Bayes Model selection & Practical consideration around modelling

Introduction to ensemble models random forest & Boosting, Introduction to deep learning, Classification & Regression models using neural networks, Introduction to convolutional neural networks, Introduction to natural language processing, Modelling on text data, Framework to AI & Business strategy, Executing AI strategy

Apply your knowledge of data science and business analytics to a real life scenario.

Fake news detection, Road lane line detection, Sentiment analysis, Colour detection with python and many more.

  • Course Fee : ₹ 18,0000/-

  • Curriculum

    This program has been designed for managers and working professionals to enhance practical knowledge and skills. In this program you will understand the formulation of data and business analytics problems.