Advanced Diploma in Data Science

Duratech located in Saibaba Colony and Saravanampatti provides Data Science with Python training in Coimbatore. Learn analytics from data manipulation to predictive modeling – using Python. In this Python Certification Training, you’ll become an expert in analytics techniques using the Python data science tool. Python Training institute in Coimbatore for Data Science offers a comprehensive learning foundation that you can build your analytics career on.

Python is commonly used language in variety of domains like Web programming, Internet Scripting, database , numeric and scientific programming, Gaming, Quantitative analysis, data mining, and the presentation of data to see beyond the numbers by transforming your career into Data Scientist role thus its a boon to learn Python that too from experts like us.

1. Python Programming, IDE setup, and overview of capabilities of Python

2. Python Basics

    a. Variables

     b. Loops & Functions

     c. Data Structures

    d. Data Import & Export (CSV, Excel)

    e. Database connectivity(SQL: MySQL, NoSQL: MongoDB)

3. Functional Programming in Python

4. Object-Oriented Programming in Python

5. SciPy, NumPy, Pandas

6. Statistical Processing

7. Extract, Transformations, Loading(ETL), Data Preparation & Cleaning, Data Distribution & Analysis, Data Preparation for Machine Learning

8. Web Framework

    a. Django

    b. Flask

9. System Automation using Python Scripting

10. Natural Language Processing using NLTK

11. Machine Learning

12. Data Visualization

     a. Matplotlib

     b. ggplot

     c. geoplotlib

13. Web Scraping

14. Exploratory Data Analysis

15. Data Extraction/Import through API

16. SQL