Advanced Certification Program in Python by E&ICT Academy, IIT Guwahati in Detroit

Advanced Certification Program in Python by E&ICT Academy, IIT Guwahati in Detroit

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Learn Fundamental concepts in programming | Use of functions and data structures in Python | Understand the best Object-oriented programming paradigm | Learn the core concepts along with advanced concepts of python to help you to get an array of knowledge in python.

Starts In 6 day

02 Dec 2024

Learning Period

6 Months

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Know the complete offerings of our Advanced Certification Program in Python by E&ICT Academy, IIT Guwahati in Detroit

Key Highlights

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E&ICT Academy, IIT Guwahati Certificate
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E&ICT Academy, IIT Guwahati Alumni Status
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E&ICT Academy, IIT Guwahati Campus immersion
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Internship at IIT Guwahati Campus, IIT Guwahati Campus
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Learn from IIT Guwahati Faculty
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Gain the Advantage of Three Certifications

Curriculum For Advanced Certification Program in Python by E&ICT Academy, IIT Guwahati in Detroit

  • icons-carri22 Module 1: Advanced Python Concepts and Features

    • Advanced Data Structures
    • Advanced usage of lists, dictionaries, sets, and tuples
    • Custom data structures and their implementation
    • Functional Programming
    • Lambda functions and functional programming concepts
    • Higher-order functions and closures
    • Concurrency and Parallelism
    • Threading and multiprocessing in Python
    • Asyncio for asynchronous programming
  • icons-carri22 Module 2: Object-Oriented Programming (OOP) in Python

    • Advanced OOP Concepts
    • Inheritance, polymorphism, encapsulation, and abstraction
    • Design patterns in Python
    • Metaclasses and Class Decorators
    • Understanding metaclasses for class customization
    • Using decorators to modify class behavior
  • icons-carri22 Module 3: Advanced File Handling and Context Managers

    • File I/O Operations
    • Reading and writing binary files
    • Handling different file formats (JSON, XML)
    • Context Managers
    • Writing and using context managers
    • with statement and resource management
  • icons-carri22 Module 4: Web Development with Python

    • Flask/Django Advanced Concepts
    • Building RESTful APIs
    • Authentication and authorization mechanisms
    • Web Scraping
    • Advanced techniques for web scraping
    • Handling dynamic content and anti-scraping measures
  • icons-carri22 Module 5: Data Science and Data Analysis

    • NumPy and Pandas Advanced Usage
    • Advanced operations for data manipulation and analysis
    • Time series analysis with Pandas
    • Data Visualization
    • Matplotlib, Seaborn, and Plotly for advanced data visualization
    • Interactive visualizations and dashboards
  • icons-carri22 Module 6: Database Interaction

    • SQLAlchemy and Database ORM
    • Working with relational databases using SQLAlchemy
    • Object-Relational Mapping (ORM) concepts
    • NoSQL Databases
    • Introduction to MongoDB and other NoSQL databases
    • Integrating NoSQL databases with Python
  • icons-carri22 Module 7: Machine Learning and Artificial Intelligence

    • Introduction to Machine Learning Libraries
    • Scikit-learn for traditional machine learning
    • TensorFlow or PyTorch for deep learning
    • Practical Machine Learning Projects
    • Hands-on projects applying machine learning concepts
    • Model deployment and integration with Python
  • icons-carri22 Module 8: Advanced Topics and Electives

    • Asynchronous Programming
    • Understanding async/await and asynchronous programming patterns
    • Concurrent programming with async I/O
    • Microservices with Python
    • Designing and building microservices using Python frameworks
    • Containerization and orchestration (Docker and Kubernetes)
  • icons-carri22 Module 9: Capstone Project

    • A comprehensive project that integrates various advanced Python concepts
    • Development, implementation, and presentation of the project
    • Quiz Module 9

Know the complete offerings of our Advanced Certification Program in Python by E&ICT Academy, IIT Guwahati

Admission Closes On 02 Dec 2024

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Skills Covered

Functional Programming

Data Science

Web Development

Data Analysis

NoSQL

Machine Learning

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