Data Science

by SoftTech Computer Training Institute Claim Listing

Data Science course is offered by SoftTech Computer Training Institute. Data science is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data.

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Course Details

Data Science course is offered by SoftTech Computer Training Institute. Data science is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data. Data science is related to data mining and big data.

 

Data Science in Python Syllabus:

  • Data Science Tutorial
  • Data Science
  • Data Science Introduction
  • Data Science Environment Setup
  • Pandas
  • Numpy
  • SciPy
  • Matplotlib
  • Data Processing
  • Data Operations
  • Data cleansing
  • Processing CSV Data
  • Processing JSON Data
  • Processing XLS Data
  • Relational databases
  • NoSQL Databases
  • Date and Time
  • Data Wrangling
  • Data Aggregation
  • Reading HTML Pages
  • Processing Unstructured Data
  • word tokenization
  • Stemming and Lemmatization
  • Data Visualization
  • Python Chart Properties
  • Chart Styling
  • Box Plots
  • Heat Maps
  • Scatter Plots
  • Bubble Charts
  • 3D Charts
  • Time Series
  • Geographical Data
  • Graph Data
  • Statistical Data Analysis
  • Measuring Central Tendency
  • Measuring Variance
  • Normal Distribution
  • Binomial Distribution
  • Poisson Distribution
  • Bernoulli Distribution
  • P-Value
  • Correlation
  • Chi-square Test
  • Linear Regression
  • Kolhapur Branch

    1495, Samarth Sankul, Basement, Konda Oal Rd, beside Hotel Neelam, Kolhapur

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