Introduction to Data Analytics using Python

Starts On

Starting Soon

Duration
  • 15 Days, Online
Programme Fee

₹20000 inc. gst

Eligibility

Any Graduate

About Course


What Will You Learn?


  • Business Intelligence Fundamentals: Transition from basic tabular reporting to advanced predictive analytics and knowledge management.
  • Data Preparation & Visualization: Master Python to clean, normalize, and visualize data, moving beyond "wishful conclusions" to factual insights.
  • Exploratory Data Analysis: Apply statistical distributions, Hypothesis Testing, and ANOVA to validate business assumptions scientifically.
  • Unsupervised Learning: Harness Clustering techniques to identify hidden segments and structures within your datasets.
  • Supervised Learning & Modeling: Build powerful Regression and Classification models using Python to forecast business outcomes.
  • Tree-Based Modeling: Implement decision trees and advanced modeling structures to solve complex business challenges.

Course Content


Introduction to Business Analytics
  • Evolution of Business Analytics
  • Business Analytics for effective business decision
  • Basic Analytics
Data Preparation
  • Dirty & Unstructured data to Adequate & Clean Data
  • Data & its types
  • Tuple formation of Data
Data Visualization using Python
  • Histogram, Scatter Plot & Box Plot
  • Outliers
  • Interpretation from Plots
Basic Statistics
  • Events, Probability & Random variable
  • Probability distributions
  • Parameters of probability distribution
Exploratory Data Analysis
  • Statistical Distributions
  • Test of Hypothesis
  • Analysis of Variance
Clustering (Unsupervised Learning)
  • Euclidean distance & Cosine similarity
  • K-Means Clustering
  • Hierarchical Clustering
Modelling ( Supervised Learning)
  • Regression Analysis using Python
  • Classification analysis
  • Tree based modelling using Python

Your Instructor


Prof Dr S Rath

  • Head SQC & OR
  • Chief Architect & Strategic Advisor
  • Indian Statistical Institute, Pune

Mr V Kumar

  • Gen AI & Data Science Consultant
  • Instructor
  • M.Tech, Indian Statistical Institute, Kolkata

₹20000inc. gst ₹25000

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Every session includes practice on real problems. You finish each class knowing how to apply what you just learned.

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Ongoing Support

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Our Top Rated Instructors with Industry Expertise

Course FAQs

Frequently asked questions about this course


Do I need a strong background in math or coding?

No. While a logical mindset helps, the course starts with the basics. You will learn to use data tools step-by-step, making it accessible for any professional.

What tools and technologies will I master?

You will gain hands-on experience with industry-standard tools like Excel, SQL, and Power BI/Tableau, along with an introduction to programming languages like Python or R.

How do I enroll?

To begin your enrollment, please complete the "Register Now" form. Once submitted, our admissions team will contact you via email with a detailed course overview and payment instructions. After your payment is processed, you will receive an official confirmation email and a digital receipt. All necessary onboarding materials, including the session access links, will be sent to you shortly before the course start date.

Is the course live or pre-recorded?

The course is conducted live with real-time instruction and interactive sessions. Recordings of each session are made available afterward for revision.

What makes this course different from pre-recorded platforms?

Unlike fully pre-recorded courses, this program includes live teaching, direct doubt-solving, and personalized one-on-one interaction with the instructor.

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