Intermediate Python Training

Live Online & Classroom Enterprise Training

An intermediate-level Python course designed to strengthen core programming skills and introduce more advanced concepts such as object-oriented programming, modules, file handling, and error management. The course focuses on writing clean, efficient, and reusable Python code for real-world applications.

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What is Intermediate Python Training about?

This course bridges the gap between basic Python knowledge and advanced development practices. Learners will gain hands-on experience with structured programming, reusable code, and problem-solving techniques commonly used in data processing, automation, and application development.

What are the objectives of Intermediate Python Training ?

Strengthen understanding of intermediate Python concepts
Apply object-oriented programming effectively
Write modular and reusable Python code
Handle files, exceptions, and errors efficiently
Improve problem-solving and debugging skills

Who is Intermediate Python Training for?

Beginners with basic Python knowledge
Software developers enhancing Python skills
Data analysts and engineers using Python
Automation and scripting professionals
Students preparing for advanced Python courses

What are the prerequisites for Intermediate Python Training?

Prerequisites:

Basic understanding of Python syntax
Knowledge of variables, loops, and conditions
Familiarity with functions and basic data types
Basic programming logic
Experience with any IDE or Python environment

Learning Path:

Python Fundamentals
Intermediate Python
Advanced Python Programming
Python for Data Analysis / Automation
Python Frameworks or Specialized Domains

Related Courses:

Advanced Python Programming
Python for Data Analysis
Python for Automation and Scripting
Object-Oriented Programming with Python

Available Training Modes

Live Online Training

3 Days

Course Outline Expand All

Expand All

Module 1: Advanced Data Types and Functional Programming

Namedtuple, defaultdict, OrderedDict, deque, etc.

Functional tools: map, filter, reduce, lambda

Functional modules and operators

Functional closures and decorators

Module 2: Generators and Iterators

List comprehensions and generator expressions

Generator functions and the yield statement

Itertools utilities: chain, groupby, and more

Python’s iteration protocol: iter(), next()

Module 3: Context Managers

What a context manager is

The with statement

Using built-in context managers

Creating custom ones with contextlib

Module 4: Testing Python

Review of testing concepts (unit, integration, etc.)

Test-Driven Development (TDD) basics

Python’s unittest module

Using nose for test collection

Module 5: Introducing Logging

Importance of logging in applications

Basic logging concepts and configuration

Loggers, handlers, and formatters

Using configuration files for complex setups

Module 6: Numerical & Scientific Python (NumPy/SciPy)

Using NumPy for fast numerical operations

Vector and matrix mathematics

Special functions in SciPy

Practical examples of numerical processing

Module 7: Pandas and Data Integration

DataFrames and data manipulation

Aggregation and grouping

Reshaping and cleaning data

Working with web APIs and parsing JSON/XML

Module 8: Python Multithreading and Multiprocessing

Using multiprocessing module

Synchronizing processes/threads

Sharing data with pipes and queues

Building concurrent programs

Who is the instructor for this training?

The trainer for this Intermediate Python Training has extensive experience in this domain, including years of experience training & mentoring professionals.

Reviews

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Sony

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Nikhil Kohli

Stryker

I attended the jQuery training batch, conducted by Mr. Vijay, an SME who did a thorough coverage of all the essentials. He took us through concepts such as jQuery animations, event handlers, plugins, and jQuery-UI by small programs, very easily. The sessions were useful and well structured. By the end of the training, I was well equipped to develop a SPA on Product Management System. Overall, the learning experience at SpringPeople was great!

Heena Rajan

Mindtree