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Core and Advanced Python Programming
12 weeks long course | 100% Online
Learn from leading experts in the industry
Project based learning with 2 industry level projects that learners can showcase on LinkedIn.
Learn Key Tools & Technologies Python, Anaconda, SQLite
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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 that 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 the use of 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 industry-relevant projects that require hands-on implementation of the Python concepts learned.
Who can take this course?
Engineering graduates and working professionals with a background in similar fields can take this course.
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
This week will cover
- 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
This week will cover
- 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
This week will cover
- Use of while and for
- Break and continue
- Pass and else statements
- Formatted input and output
Week 4 - Lists, Tuples, Sets, Dictionary
This week will cover
- 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
This week will cover
- 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
This week will cover
- 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
This week will cover
- Class variables
- Methods
- Operator overloading
- Reuse
- Containership
- Inheritance
Week 8 - Exception Handling, Iterators and Generators
This week will cover
- Iterables and iterators
- Syntax errors and exceptions for:
- try-except
- else
- finally blocks
Week 9 - Data Analysis with Pandas
This week will cover
- Installing Pandas
- Loading files
- CSV files
- JSON files
- Dataframes
Week 10 - Numeric and Scientific Computing using NumPy
This week will cover
- NumPy: Introduction
- OpenCV
- Images and NumPy Arrays
Week 11 - Graphical User Interfaces with Tkinter
This week will cover
- Introduction to Tkinter
- Setting up a GUI with widgets
- Connecting GUI widgets with callback functions
Week 12 - Interacting with Databases
This week will cover
- 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
Skill-Lync has received honest feedback from our learners around the globe.
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.
19 years in the experience range
Instructors with 19 years extensive industry experience.
Areas of expertise
- Computer Science
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