DATA SCIENCE COURSE IN JAIPUR

FREE DEMO CLASSES

Introduction to Data Science

  • What is Data Science?
  • Data Science vs. other fields (e.g. Statistics, Computer Science)
  • Applications of Data Science
  • Tools and technologies used in Data Science

Data Collection and Cleaning

  • Data sources and types
  • Data collection techniques (e.g. scraping, APIs)
  • Data cleaning and preprocessing
  • Data quality assessment and validation

Exploratory Data Analysis

  • Data visualization
  • Exploratory data analysis techniques (e.g. clustering, dimensionality reduction)
  • Descriptive statistics

Statistical Inference

  • Probability theory and distributions
  • Hypothesis testing
  • Confidence intervals
  • Regression analysis

Machine Learning

  • Supervised learning
  • Unsupervised learning
  • Deep learning

Data Management and Storage

  • Data management system
Data Visualization and Communication
  • Effective data visualization techniques
  • Communicating insights and results to stakeholders
  • Presenting data and analysis in a clear and concise manner.
  • PowerBI, Tableau and Hadoop

Project

  • Apply Data Science techniques to a real- world problem.
  •  Develop a project from data collection and cleaning to analysis and visualization
  • Present the results to stakeholders in a clear and concise manner

COURSE DURATION 4 MONTH

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