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Batch Date: Oct 31st @9:00AM

Faculty: Mr. Abhilash

Duration: 2 Months

Fee: 6000/-INR + Reg Fee 100/-INR

Location: Maitrivanam, Hyderabad.

Venue :
DURGA SOFTWARE SOLUTIONS at Maitrivanam
Plot No : 202, IInd Floor ,
HUDA Maitrivanam,
Ameerpet, Hyderabad-500038.

Ph.No: +91- 9246212143, 80 96 96 96 96

Syllabus:

Data Science On Python

1. Introduction
2. Environment Set-up
3. Jupyter Overview
4. Python for Data Analysis
5. Numpy Exercises
6. Python for Data Analysis
7. Pandas Exercise
8. Python for Data Visualization
9. Matplotlib exercises
10. Python for Data Visualization
11. Seaborn Exercise
12. Python for Data Visualization – Pandas Built-in Data Visualization
13. Pandas Data Visualization Exercise
14. Python for Data Visualization – Plotly and Cufflinks
15. Capstone Project

Data Science - Statistics

1. Descriptive Statistics

• Measures of Centrality
• Measures of Variability
• Confidence interval-computation and analysis
• Correlation
• Hypothesis Testing

Data Science with Python - Machine Learning - Part - I

1. Amusingness & Imputation
2. Linear Regression I
3. Linear Regression II

Data Science with Python - Machine Learning - Part - II

1. Classification
2. Cluster Analysis
3. K-Nearest Neighbors

Data Science with Python - Machine Learning - Part - III

1. Generalized Linear Models of Logistic Regression
2. The Curse of Dimensionality

Data Science with Python - Machine Learning - Part - IV

1. Recommender Systems
2. Introduction to Natural Language Processing
3. Neural Nets and Deep Learning