Data Science Classes in Bangalore

5 Lesson

40 Hours

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Take Data Science Classes in Bangalore to strengthen your expertise and grow professionally. Gain hands-on experience that helps you stand out and grow in a competitive job market.

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Overview

Prerequisites

Basic knowledge of mathematics, statistics, and programming logic

Skills You Will Gain

Build and evaluate predictive models using real datasets
Visualize data to communicate findings clearly
Apply statistical techniques to support data-driven decisions

Key Features

Instructor Led Training : 40 Hrs
Experienced & Professional Trainers
Small Batches Upto 10 Participants
24 X 7 Lifetime Support & Access
1 On 1 Training Option Available
Flexible Schedule

Course Curriculum

Lesson 1 - Python for Data Science

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

Lesson 2 - Statistics & Exploratory Data Analysis

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

Lesson 3 - Machine Learning

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

Lesson 4 - Data Visualization with Tableau

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

Lesson 5 - Big Data Tools (Hadoop & Spark)

1. Exposure to Hadoop ecosystem

2. Spark fundamentals

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1-800-7430-173 (US Toll Free)

+91 7240740740 (India)

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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 15 Sep 2026
Weekday Batch 21 Sep 2026
Weekend Batch 19 Sep 2026

Corporate Training

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

Trusted By Top Companies Worldwide

Want to know Today's Offer

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.

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