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Batch Date: Feb 11th @ 5:00PM

Faculty: Mr. Yeswanth

Duration : 30 Days

Location : Madhapur, Hyderabad.

Venue :
DURGA SOFTWARE SOLUTIONS at MADHAPUR
Plot No : 58, Ground Floor,
Beside BIG 'C showroom Street
Sai Nagar, Madhapur, Hyderabad-500034.

Ph.No: +91 - 9505905786

Syllabus:

Data Science

Data Science with R - Data Analytics - Part I

1. Programming Foundation in R

Data Science with R - Data Analytics - Part II

1. Data Manipulation with 'dplyr'
2. Data Visualization with 'ggplot2'
3. Introduction to Shiny

Data Science with Python - Data Analytics - Part - I

1. Python Programming Language I
2. Python Programming Language II
3. Python Programming Language III

Data Science with Python - Data Analytics - Part - II

1. Numpy and Scipy
2. Pandas
3. Matplotlib and Seaborn
4. Python lab : Linear Regression from scratch

Data Science - Statistics

1. Foundations on Statistics

Data Science with R - Machine Learning - Part - I

1. Introduction to Machine Learning

Data Science with R - Machine Learning - Part - II

1. Generalized Linear Models o Logistic Regression
2. The Curse of Dimensionality
3. The Curse of Dimensionality
4. Guest Lecture: Dataiku Part I

Data Science with R - Machine Learning - Part - III

1. Classification
2. Cluster Analysis

Data Science with R - Machine Learning - Part - IV

1. Association Rules
2. Naive Bayes Analysis
3. Introduction to Natural Language Processing
4. Time Series Analysis
5. ARIMA

Data Science with Python - Machine Learning

1. Machine Learning Recap / Linear Regression
2. Classification Part I
3. Model Selection
4. Classification Part II
5. Unsupervised learning