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Tutoring in all subject areas, from kindergarten through to college level

Console

Data Science
&
Python
Programming

Basic to Intermediate level Course

  • Introduction to Data Science and Machine Learning

  • Introduction to basics of Computer Programming

  • Introduction to Python

  • Python Programming language basics

  • Data Structure and Operators

  • Functions in Python & Create your own Functions

  • Python as Object-Oriented Language

  • Dealing with Data using Python

  • Missing Value Treatment

  • Grouping and Filtering using Pandas and Numpy

  • Text analytics using Python

  • Image Manipulation using Python

  • Creating your own GUI based app using Python

  • Data Visualisation using Matplotlib and Seaborn

  • Exploratory Data Analytics

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Machine Learning
&
Business 
Analytics

Intermediate  to Advanced level Course

  • Introduction to Data Analytics and ML tools

  • Feature Engineering

  • Statistical Methods for Decision Making

  • Introduction to Probability and Probability Distributions

  • Hypothesis Testing and Advanced Statistics

  • Introduction to Supervised and Unsupervised learning

    • Clustering 

    • Decision Trees

    • Random Forest

  • Multiple Linear Regression(MLR) for Predictive Analytics

  • Logistic Regression

  • Optimization Techniques for Machine Learning 

  • Time Series Forecasting

  • Machine learning Algorithms

  • Web & Social Media Analytics

  • Introduction to SQL and Data Bases

  • SQL joins, aggregations and DBMS

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