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Tutoring in all subject areas, from kindergarten through to college level
Data Science
&
Python Programming
Basic to Intermediate level Course
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Introduction to Data Science and Machine Learning
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Introduction to basics of Computer Programming
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Introduction to Python
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Python Programming language basics
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Data Structure and Operators
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Functions in Python & Create your own Functions
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Python as Object-Oriented Language
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Dealing with Data using Python
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Missing Value Treatment
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Grouping and Filtering using Pandas and Numpy
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Text analytics using Python
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Image Manipulation using Python
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Creating your own GUI based app using Python
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Data Visualisation using Matplotlib and Seaborn
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Exploratory Data Analytics
Machine Learning
&
Business Analytics
Intermediate to Advanced level Course
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Introduction to Data Analytics and ML tools
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Feature Engineering
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Statistical Methods for Decision Making
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Introduction to Probability and Probability Distributions
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Hypothesis Testing and Advanced Statistics
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Introduction to Supervised and Unsupervised learning
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Clustering
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Decision Trees
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Random Forest
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Multiple Linear Regression(MLR) for Predictive Analytics
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Logistic Regression
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Optimization Techniques for Machine Learning
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Time Series Forecasting
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Machine learning Algorithms
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Web & Social Media Analytics
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Introduction to SQL and Data Bases
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SQL joins, aggregations and DBMS
