Data Science Course in Bangalore

SKU: 20232
5 Lesson
|
40 Hours
igmGuru offers best data science course in Bangalore, delivered by industry professional having 12+ years of experience. This training program combines important topics like business decisions and analytics, ggplot2, linear regression, and clustering methods to prepare you for a successful career as a certified Data Scientist. This data science certification course provides a revised syllabus, professionally planned projects, and flexible learning options such as classroom training program, one-on-one sessions, and self-paced learning.

Overview

Our Data Science classes in Bangalore is perfect for those who are looking to develop practical, job-ready skills on a top open-source data science platform. The course covers the fundamental concepts of data science and involves engaging assignments throughout the training session. Real-world corporate case studies will teach you how to utilize R for data science tasks such as database management, data import and export, analysis, and visualization.

Prerequisites for Data Science Training in Bangalore

  • Basic understanding of mathematics (algebra, statistics, probability)
  • Introductory programming knowledge (preferably Python or R)
  • Logical thinking and problem-solving skills
  • Familiarity with Excel or spreadsheets (optional)
  • Basic knowledge of SQL or databases (optional)

What Will You Learn

In this program, you will learn Data Science along with the following topics:

  • Business Decisions and Analytics
  • R Programming tutorial
  • Data Structures
  • Data Visualization using Graphics in R
  • Statistics for Data Science-I
  • Statistics for Data Science-II
  • Linear Regression and Non-Linear Regression
  • Classification and Its Types
  • Clustering Methods
  • Association

Key Features

Course Curriculum

1. Introduction & Installation: Python overview, IDEs, Jupyter
2. Basics & Data Structures: Types, lists, tuples, dicts, slicing, loops, functions, arrays
3. Python Libraries: NumPy, pandas, scikit‑learn, Matplotlib – with practical exercises
4. Data Handling: Reading/writing CSV, JSON, DataFrames, merging, aggregation, munging
1. Descriptive Stats: Mean, median, mode, skewness, distribution, SD, variance
2. Probability & Sampling: Basics of probability, conditional probability, z‑scores
3. Outlier Handling & Correlation: IQR, boxplots, Pearson correlation, missing data imputation
4. Error Metrics: Confusion matrix, precision/recall/F1, RMSE, MSE, MAPE for model evaluation
1. Supervised Learning: Linear and logistic regression, ROC curves, bias-variance
2. Unsupervised Learning: K‑Means (and variants), hierarchical clustering
3. Other Algorithms: SVM (linear & kernel), KNN, Naïve Bayes, Decision Trees, Random Forests
4. Practical Work: Hands‑on exercises applying algorithms to real data
1. Fundamentals: Installing Tableau, connecting to data, workspace overview
2. Charts & Dashboards: Creating bar, pie, line, scatter, heat maps, geographical maps, dual-axis charts
3. Advanced Features: Calculated fields, string/time/date functions, filters, parameters
4. Interactivity & Publishing: Dashboard actions, sharing in Tableau Server, export options
1. Exposure to Hadoop ecosystem
2. Spark fundamentals
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Course Fees

Online Class Room Program

US $ 599.00
100% Money Back Guarantee
  • Duration : 40 Hrs
  • Plus Self Paced

Classes Starting From

  • Fast Track Batch 29 May 2026
  • Weekday Batch 01 Jun 2026
  • Weekend Batch 30 May 2026

Corporate Training

Corporate Training
  • Customized Training Delivery Model
  • Flexible Training Schedule Options
  • Industry Experienced Trainers
  • 24x7 Support

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Data Science Certification Exam

igmGuru provides recognized course completion certificates for Data Science. These certificates are having lifetime validity. To earn this certification, you need to enroll in the Data Science Certification Courses and fulfill the minimum requirements.

Data Science Certification Exam

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