Python programming and Application development 

This Python Course will also help you master important Python programming concepts such as

data operations, file operations, object-oriented programming and various Python libraries such as

Pandas, Numpy, Matplotlib which are essential for Data Science.

 

 

4.4 star (3)  star (3)  star (3) star (3) star (2) (2,230 ratings) 5,815 students

Learn from top college Lecturers in Bangalore

 

What you'll learn?


    • Fundamental Programming Concepts: Gain a strong understanding of core programming principles.
    • Data Structures: Learn how to work with data structures in Python to manage and organize information efficiently.
    • Networked Application Program Interfaces (APIs): Explore the use of APIs for building networked applications and accessing external data sources.
  • Databases: Discover how to interact with databases using Python, enabling data storage and retrieval.
  • Real-Time Projects: Apply your knowledge to real-time projects, gaining practical experience.
  • Application Development: Use Python to design and create your own applications for data retrieval, processing, and visualization.

Curated Exclusively For Engineering Students

Requirements

  • Engineering students from 1st year through the final year of branches ECE,CSE, EEE,ISE  
  • Knowledgeable with basic C programming, Python
  • Hands-on experience in various tools

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Summary 

Our Python Internship for engineering students is a dynamic program that explores into Python programming and application development. Gain practical skills in Python, work on real projects, and become proficient in data retrieval and visualization. It's the perfect Launchpad for a successful career in the world of Python development.

Description

Join our Python Programming and Application Development Internship Program, tailored specifically for engineering students. This internship offers a comprehensive exploration of Python programming, covering essential concepts and tools. You'll embark on a transformative learning journey, acquiring hands-on experience in Python development. Our program is designed to equip you with the skills to design and build applications, enabling you to retrieve, process, and visualize data effectively. As a Python intern, you'll engage in real-time projects, gain valuable industry experience, and harness the power of Python to create innovative solutions. Prepare for a rewarding future with our Python internship for engineering students.

Upon successful completion of Python internship, you'll receive a certificate in compliance with university guidelines, recognizing your valuable contribution in python application development.

Detailed Curriculum: Modules

  • Overview of Python
  • History of Python
  • Python Basics – variables, identiers, indentation
  • Data Structures in Python (list, string, sets, tuples, dictionary)
  • Statements in Python (conditional, iterative, jump)
  • OOPS concepts
  • Exception Handling
  • Regular Expression

  • Numpy, Pandas and Matplotlib
  • Pandas Module
  • Series
  • Data Frames
  • Numpy Module
  • Numpy arrays
  • Numpy operations
  • Matplotlib module
  • Plotting information
  • Bar Charts and Histogram
  • Box and Whisker Plots
  • Heatmap
  • Scatter Plots Data Wrangling using Python
  • NumPy – Arrays
  • Data Operations (Selection , Append , Concat ,
    Joins)
  • Univariate Analysis
  • Multivariate Analysis
  • Handling Missing Values
  • Handling Outliers

  • What is Machine Learning?
  • Introduction to Machine Learning
  • Types of Machine Learning
  • Basic Probability required for Machine Learning
  • Linear Algebra required for Machine Learning

  • Simple Linear Regression
  • Multiple Linear Regression
  • Assumptions of Linear Regression
  • Polynomial Regression
  • R2 and RMSE

  • Logistic Regression
  • Decision Trees
  • Random Forests
  • SVM
  • Naïve Bayes
  • Confusion Matrix

  • PCA
  • Factor Analysis
  • LDA

Tools Covered

py-spark
python (2)
jupyter
scipy (1)
numpy
matplotlib
tensorflow
sql
git
pandas

Testimonial

I completed my full stack developer internship from CITL vijaynagar For 1 month during which i have got good programing knowledge on python, django and web development. Good infrastructure with equipped lab facility skilled & well experienced trainers

 

T.HARIPRASATH

Student

I have completed my full python programing internship from CITL vijaynagar For 1 month during which i have got good programing knowledge on python, django and web development. Good infrastructure with equipped lab facility skilled & well experienced trainers

 

Bhuvan kumar R

Student

I have completed my python machine learning internship from citl vijaynagar for month during which i have got good programming knowledge on a concepts, I worked on 2 projects hand-on. As we gave project presentation we have improved our presentation & also communications skills and fr. are very helpful and friendly. Good Infrastructure with equipped lab facility skilled & well experienced trainers

 

Chethan.S

Student

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