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Job Oriented Training on Data Science

Data Science Course Overview:

Basics of Statistics

  • Types of Data
  • Measures of central tendency
  • Hypothesis
  • Hypothesis Testing

Introduction to Python

  • Basics of Python
  • Modules in Python
  • Loops in Python
  • Functions
  • Operators
  • Classes and Inheritance

Numerical Python (Numpy)

  • Introduction to Numpy
  • Introduction to nupmy array
  • Array Operations
  • Mathematical functions

Pandas

  • Introduction to Pandas
  • Pandas Dataframe
  • Selection in dataframe
  • Combining dataframes
  • Dataframe operations

Plotting

  • Basics of plotting
  • Matplotlib
  • Seaborn
  • Plots generation

Linear Regression

  • Simple linear regression
  • Process to implement linear regression
  • Applications of Linear regression

Logistic Regression

  • Classification
  • Validation & Accuracy of model
  • Applications of Logistic Regression

Decision Tree

  • Creation of Decision tree
  • Random Forest

Clustering

  • Introduction to cluster analysis
  • K-Means
  • KNN

Assignments (Use Cases)

Projects

Internship

 

For More Information Visit Us :

Contact No. : +91 7083975973

Address : Learntricks Edutech
Third Floor, Gagangiri Park, Opp. Ekalavya Polytechnic College,
Kothrud, Pune – 411038
Office Time : 10:00 AM to 06:00 PM (Mon – Fri)

(Take appointment before visiting office, visitors without appointment will not entertained)

Special Batches can starts for Group of 5-6 students.

Maximum 6 Students per Batch

What will you learn

Logical Idea

Web Development

Social Marketing

Coding

Business & Finance