Core and Advanced Python Programming
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Syllabus
This course is full of best-in-class content by leading faculty and industry experts in the form of videos and projects
Course Overview
- Python is a core programming language in the field of data analytics and data science. Performing statistical analysis and calculations, automating tasks, creating visual data models, building software, and developing machine learning algorithms are just a few of the many things engineers can use Python for. In order for engineers to have the job-ready skills needed to work in the data science and software industries, an established hands-on understanding of Python is vital.
- This course on Core and Advanced Python Programming will strengthen your fundamentals in using statements, functions, classes, objects, file handling, and exception handling. As the course progresses, you will understand the different Python libraries (NumPy, Pandas), GUI programming using Tkinter, and database handling using SQLite3.
- By the end of this course, you will have completed have hands-on experience of the different Python concepts taught.
Course Syllabus
On a daily basis we talk to companies in the likes of Tata Elxsi and Mahindra to fine tune our curriculum.
Week 1 - Introduction to Python, Python Basics
- Features and uses of Python
- Program execution
- Installation of IDE
- Identifiers and keywords
- Types of comments
- Data types
- Variables
- Arithmetic operators
- Assignment operators
- Input and print statements
Week 2 - Strings, Decision Control Statements
- Definition of string
- Operations accessing string elements
- Relational operators
- Logical operators
- Conditional expressions
- If, If..else, If..elif
Week 3 - Repetition Statements and Console Input-Output
- Use of while and for
- Break and continue
- Pass and else statements
- Formatted input and output
Week 4 - Lists, Tuples, Sets, Dictionary
- Use of while and for
- Break and continue
- Pass and else statements
- Formatted input and output
Week 5 - Functions and Recursion, Functional Programming and Lambda Functions
- Defining a function
- Types of arguments
- Global and local variables
- Functions as arguments
- Implementing Lambda functions
- Map, Reduce, and Filter functions
Week 6 - File Input-Output and Modules
- Read-write operations
- With the keyword
- File opening modes
- Moving within a file
- Serialization
- File and directory operations
- Importing a module
- Variations of import
- Third-party packages
Week 7 - Classes and Objects
- Class variables
- Methods
- Operator overloading
- Reuse
- Containership
- Inheritance
Week 8 - Exception Handling, Iterators and Generators
- Iterables and iterators
- Syntax errors and exceptions for:
- try-except
- else
- finally blocks
Week 9 - Data Analysis with Pandas
- Installing Pandas
- Loading files
- CSV files
- JSON files
- Dataframes
Week 10 - Numeric and Scientific Computing using NumPy
- NumPy: Introduction
- OpenCV
- Images and NumPy Arrays
Week 11 - Graphical User Interfaces with Tkinter
- Introduction to Tkinter
- Setting up a GUI with widgets
- Connecting GUI widgets with callback functions
Week 12 - Interacting with Databases
- SQLite: Introduction
- Connecting and inserting data to SQLite via Python
- Selecting, deleting, and updating SQLite records
Our courses have been designed by industry experts to help students achieve their dream careers
Industry Projects
Our projects are designed by experts in the industry to reflect industry standards. By working through our projects, Learners will gain a practical understanding of what they will take on at a larger-scale in the industry. In total, there are 2 Projects that are available in this program.
English Dictionary App
You will have to create an English Dictionary App that responds with definitions of English words according to the given input.
Library Book Management System
You have to develop a Library Book Management System based on given inputs. The Management System will be implemented with the front-end GUI developed using Tkinter and the backend database implemented in SQLite.
Our courses have been designed by industry experts to help students achieve their dream careers
Ratings & Reviews by Learners
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Flexible Pricing
Talk to our career counsellors to get flexible payment options.
INR 40,000
Inclusive of all charges
Become job ready with our comprehensive industry focused curriculum for freshers & early career professionals
1 Year Accessto Skill-Lync’s Learning Management System (LMS)
Personalized Pageto showcase Projects & Certifications
Live Individual & Group Sessionsto resolve queries, Discuss Progress and Study Plans.
Personalized & Hands-OnSupport over Mail, Telephone for Query Resolution & Overall Learner Progress.
Job-Oriented Industry Relevant Curriculumavailable at your fingertips curated by Global Industry Experts along with Live Sessions.
Instructors profiles
Our courses are designed by leading academicians and experienced industry professionals.
1 industry expert
Our instructors are industry experts along with a passion to teach.
25 years in the experience range
Instructors with 25 years extensive industry experience.
Areas of expertise
- Biomedical Engineering
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