Duxcon

Instructor Name

100% Industry Readiness in Python Development & DS

Reviews

0 (0 Rating)

Course Requirements

This Training is a part of 100% industry readiness program, Candidate should have taken the full course. This is not a free course and can't be purchased independently.

Course Description

Python-Data science based development in Django framework

Development Framework Basics
Requirement Specifications, High-level and Low-level specifications
Understand the flowchart, complexity of requirements
Introduction to programming, variables, data types, control flow, functions
OOPs basics- classes & objects
Abstraction, constructors and destructors
Python Syntax and language, I/O, Exception Handling
Python Standard Library functions (OS/Sys/ Date-time/math etc.)
Collection and data structure
Functional programming
File handling, CSV, JSON other formats
Python Module and Packages
HTTP Request handling, working with APIs handling JSON data
Working with Python and database connectivity
Concurrency and Multithreading
Working with Unit test and TDD concept
Debugging and Troubleshooting
Python Best practices- code organization, code refactoring, code formatting
Version control with git and integrated development environment
R Programming Basics
Data manipulation and transformation
Data visualization
Data Import and Export
Statistical and analysis and modelling
Introduction to popular data science libraries like Pandas, NumPy, and Matplotlib.
Python Programming for Data cleansing, processing, Data Analysis,
Predictive analysis and decision making
Industry Best Practices like code checkout, modification, testing, check-in/commit
Assignments

Facebook Twitter Pinterest Linkedin

Course Curriculum

Instructor

Master's degree in Applied Mathematics with experience business Analytics and data science, currently serving as a Business Analyst at Genpact. My expertise lies in Data Science and Python. I successfully automated intricate manual processes in the Banking sector and developed an MLOps pipeline for Risk Management analysis using Vertex AI in GCP. I conducted comprehensive Exploratory Data Analysis in Banking data, identifying crucial features to predict customer default possibilities.