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What is the learning path for Python?

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As a seasoned Python tutor registered on UrbanPro.com, I understand the importance of a structured learning path for mastering Python. Whether you are a beginner or looking to enhance your skills, a well-defined path ensures systematic progress. 1. Understanding the Basics Introduction to Python: Get...
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As a seasoned Python tutor registered on UrbanPro.com, I understand the importance of a structured learning path for mastering Python. Whether you are a beginner or looking to enhance your skills, a well-defined path ensures systematic progress. 1. Understanding the Basics Introduction to Python: Get acquainted with Python's history, significance, and applications. Setting up Python Environment: Install Python and an Integrated Development Environment (IDE). 2. Core Python Concepts Variables and Data Types: Learn about different data types and how to use variables. Control Flow: Master loops, conditionals, and exception handling. Functions: Understand how to define and use functions. 3. Advanced Python Programming Object-Oriented Programming (OOP): Dive into classes, objects, inheritance, and polymorphism. File Handling: Explore reading and writing files in Python. Modules and Packages: Learn to organize code using modules and packages. 4. Python Libraries and Frameworks NumPy and Pandas: Explore data manipulation and analysis with these powerful libraries. Django/Flask (Web Frameworks): Introduction to web development using popular frameworks. 5. Database Integration SQL and Python: Understand how to connect Python with databases. ORM (Object-Relational Mapping): Explore frameworks like SQLAlchemy for seamless database interaction. 6. Testing and Debugging Unit Testing: Learn the importance of testing and how to write unit tests. Debugging Techniques: Master debugging tools and strategies. 7. Version Control (Git) Introduction to Git: Understand the basics of version control for collaborative coding. 8. Real-world Projects and Problem-Solving Hands-on Projects: Apply knowledge to practical projects for a deeper understanding. Coding Challenges: Enhance problem-solving skills through coding challenges. 9. Best Practices and Coding Standards Code Readability: Follow PEP 8 guidelines for clean and readable code. Code Reviews: Understand the importance of and participate in code reviews. Python Online Coaching on UrbanPro.com When seeking the best online coaching for Python, UrbanPro provides a platform where I offer personalized lessons, addressing individual learning styles and pace. With a focus on hands-on experience and real-world applications, my coaching ensures a comprehensive understanding of Python programming. If you're ready to embark on a rewarding journey into Python, join my online coaching sessions on UrbanPro.com, where expertise meets personalized learning. read less
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First approach your teacher or tutor about problem statement and ask for solution to get it solved.. Next practise similar kind of things by using other books or google or youtube help... If you u facing any challenges...
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Hi, can anyone tell me where I can learn more and be professionally guided on 1-1 basis , on Machine Learning and Deep learning using Python? I already have statistics and programming background
I would first recommend taking some good Linear Algebra course, you would need some intuitive understanding about concepts like linear leas squares, singular value decomposition, normal equations,etc....
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