Softlogic Systems’ Advanced Python Course Syllabus is specifically designed for College Students, Freshers, and Job Seekers. Our Advanced Python syllabus covers advanced programming techniques, working with libraries, database integration, data analysis, web frameworks, and real-world project development. Our Advanced Python Course Content helps you learn Advanced Python step by Step with real-time projects and Interview Preparations.
Advanced Python Syllabus
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Syllabus for The Advanced Python Syllabus Course
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Advanced Python Fundamentals
- Advanced Data Types: Lists, Tuples, Sets, and Dictionaries
- Comprehensions: List, Dictionary, and Set Comprehensions
- Lambda Functions and Higher-Order Functions
- Iterators and Generators
- Decorators and Closures
Object-Oriented Programming (OOP) in Python
- Classes and Objects
- Inheritance and Polymorphism
- Encapsulation and Abstraction
- Magic Methods and Operator Overloading
- Abstract Classes and Interfaces
Exception Handling and File Management
- Advanced Exception Handling Techniques
- Custom Exception Handling
- File Handling and I/O Operations
- Working with JSON and CSV files
Data Structures and Algorithms
- Advanced Lists and Arrays
- Stacks, Queues, Linked Lists
- Trees, Graphs, and Hash Tables
- Sorting and Searching Algorithms
- Recursion and Dynamic Programming
Python Libraries for Data Science
- NumPy for Numerical Computing
- Pandas for Data Manipulation
- Matplotlib and Seaborn for Data Visualization
- SciPy for Scientific Computing
- Introduction to Data Cleaning and Preprocessing
Web Development with Python
- Introduction to Web Frameworks (Flask and Django)
- Building REST APIs with Flask
- Working with Databases (SQLAlchemy, SQLite)
- Templating Engines (Jinja2)
- User Authentication and Authorization
Machine Learning with Python
- Introduction to Machine Learning Concepts
- Supervised vs Unsupervised Learning
- Linear Regression, Logistic Regression, and Decision Trees
- Working with Scikit-learn
- Model Evaluation and Cross-Validation
Data Analysis and Visualization
- Advanced Pandas Techniques
- Data Wrangling and Transformation
- Visualizing Data with Matplotlib and Seaborn
- Time Series Analysis
- Introduction to Big Data and Hadoop
Working with APIs and Web Scraping
- RESTful APIs and HTTP Requests
- Working with APIs using Requests Library
- Web Scraping with BeautifulSoup and Scrapy
- Handling JSON and XML Data
Python for Automation and Scripting
- Automating Tasks with Python
- Web Scraping and Data Extraction
- Writing Python Scripts for System Administration
- Automating Web Testing with Selenium
Introduction to Deep Learning and TensorFlow
- Basics of Neural Networks and Deep Learning
- Introduction to TensorFlow
- Building and Training Neural Networks
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
Final Project and Case Studies
- Real-world Python Application Development
- Group Project: Web Application or Data Science Project
- Code Optimization and Refactoring
- Best Practices for Writing Clean and Maintainable Code
Conclusion
The Advanced Python Course Syllabus above is for college students, people who have just graduated, and those looking for a job. Our Softlogic Systems provides a syllabus about Advanced Python, including advanced programming techniques, working with libraries, database integration, data analysis, web frameworks, and real-world project development. After completing this syllabus, you will do projects, prepare for job interviews, and apply for jobs. By learning step by step, Advanced Python will help students get a job placement. The goal is to make students learn Advanced Python in a way that helps them get a job.
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4.8
1,053 Google reviews
MATHAN KUMAR G EEE
SLA Institute provides a structured learning environment for data analytics. The syllabus is relevant, and trainers are knowledgeable. Some sessions were very useful practically, while…
Click here for Full Review
Nithish Sahoo
I had an excellent experience taking this DevOps course. The curriculum is well-structured and covers both fundamental and advanced DevOps concepts in a clear manner.…
Click here for Full Review
Shaaru Menan
I had a 3 year career break. Joined SLA on Java Full Stack course and completed it.Did projects with the help of my Mentor. They…
Click here for Full Review
Surya
Special thanks to Vishal Sir, the Placement Officer, for his interview guidance, resume support, and continuous motivation throughout the placement process. I would also like…
Click here for Full Review
NalluKumar Ravichandran
Hi, I recently completed the DOT NET Full Stack Development course at SLA, and I had a great learning experience. The teaching style and student…
Click here for Full Review
SARAN M
SLA Institute provides training in communication and aptitude along with strong technical skills. The trainers explain concepts clearly with a practical approach, which helps build…
Click here for Full Review