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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Python Labs — Table of Contents</title>
</head>
<body style="font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;color:#1f2328;line-height:1.65;padding:32px 40px 64px;">
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" alt="Cogknowedge Solutions logo" width="40" height="43" style="width:40px;height:auto;vertical-align:middle;margin-right:12px;">
<span style="font-size:16px;font-weight:700;color:#1a1a1a;vertical-align:middle;">Cogknowedge Solutions</span><br>
<span style="font-size:12px;color:#6b7280;margin-left:52px;">Reference Guide — Course Index</span>
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<p style="font-size:34px;font-weight:bold;color:#1B1E23;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;margin:0 0 8px 0;padding-bottom:14px;border-bottom:3px solid #F46800;">Python Labs</p>
<p style="font-size:14px;color:#6b7280;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;margin:0 0 16px 0;">Table of Contents · 20 hands-on labs</p>
<div style="display:flex;flex-wrap:wrap;gap:10px;margin:0 0 20px 0;"><span style="display:inline-block;background-color:#FDEBD9;color:#B85C00;font-weight:bold;font-size:12px;letter-spacing:0.3px;padding:6px 12px;border-radius:3px;white-space:nowrap;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">BEGINNER · 5 LABS</span><span style="display:inline-block;background-color:#FDEBD9;color:#B85C00;font-weight:bold;font-size:12px;letter-spacing:0.3px;padding:6px 12px;border-radius:3px;white-space:nowrap;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">INTERMEDIATE · 9 LABS</span><span style="display:inline-block;background-color:#FDEBD9;color:#B85C00;font-weight:bold;font-size:12px;letter-spacing:0.3px;padding:6px 12px;border-radius:3px;white-space:nowrap;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">ADVANCED · 6 LABS</span></div>
<p style="margin:0 0 28px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;color:#374151;line-height:1.7;font-size:15px;">A complete Python course spanning 20 labs, from your first variable in Lab 1 to concurrency patterns in the Advanced series. Each lab has three parts on Learnyst: a <strong>Lesson</strong> (the teaching article), a <strong>Hands on</strong> guided notebook, and an <strong>Assignment</strong> of practice problems — work through them in order, since later labs build on concepts from earlier ones.</p>
<p style="margin:36px 0 14px 0;padding-bottom:9px;border-bottom:1px solid #E4E4EC;font-size:20px;font-weight:bold;color:#1B1E23;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Beginner — no prerequisites</p>
<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">1</span>Variables, Data Types & Operators</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Learn Python fundamentals: variables, data types (int, float, str, bool), and basic operators (arithmetic, comparison, logical).</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Variables, Data Types & Operators</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Variables, Data Types & Operators <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Variables, Data Types & Operators — 6 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">2</span>Strings</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Master string operations: creating, indexing, slicing, methods (upper, lower, split, replace), and string formatting.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Strings</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Strings <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Strings — 6 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">3</span>Collections — Lists, Dictionaries, Tuples & Sets</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Work with Python's core data structures: lists, dictionaries for key-value pairs, tuples for immutability, and sets for unique values.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Collections — Lists, Dictionaries, Tuples & Sets</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Collections — Lists, Dictionaries, Tuples & Sets <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Collections — Lists, Dictionaries, Tuples & Sets — 6 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">4</span>Control Flow — Conditionals & Loops</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Control program execution: if/elif/else statements, while loops, for loops, break/continue, and nested control structures.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Control Flow — Conditionals & Loops</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Control Flow — Conditionals & Loops <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Control Flow — Conditionals & Loops — 7 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">5</span>Comprehensions</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Write concise, elegant code: list comprehensions, dictionary comprehensions, set comprehensions, and generator expressions.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Comprehensions</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Comprehensions <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Comprehensions — 7 coding problems to practice</div>
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<p style="margin:36px 0 14px 0;padding-bottom:9px;border-bottom:1px solid #E4E4EC;font-size:20px;font-weight:bold;color:#1B1E23;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Intermediate — requires the Beginner series</p>
<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">1</span>Functions I & Scope</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Define and use functions: parameters, return values, local vs global scope, and default arguments.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Functions I & Scope</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Functions I & Scope <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Functions I & Scope — 6 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">2</span>Imports & Modules</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Organize code into modules: importing from the standard library (math, random, datetime) and using modules effectively.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Imports & Modules</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Imports & Modules <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Imports & Modules — 6 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">3</span>Functions II — *args, **kwargs, Lambdas & Functional Tools</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Advanced function techniques: variable-length arguments, lambda functions, and functional tools (map, filter, reduce).</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Functions II — *args, **kwargs, Lambdas & Functional Tools</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Functions II — *args, **kwargs, Lambdas & Functional Tools <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Functions II — *args, **kwargs, Lambdas & Functional Tools — 7 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">4</span>Miscellaneous Python Topics</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Fill knowledge gaps: unpacking, enumeration, zip, f-strings, type hints basics, and other essential Python idioms.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Miscellaneous Python Topics</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Miscellaneous Python Topics <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Miscellaneous Python Topics — 8 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">5</span>Error Handling</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Write robust code: try/except/finally blocks, raising custom exceptions, and handling multiple exception types.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Error Handling</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Error Handling <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Error Handling — 6 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">6</span>Recursion & Algorithms</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Solve problems recursively: base cases, recursive calls, stack behavior, and classic algorithms (factorial, Fibonacci, binary search).</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Recursion & Algorithms</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Recursion & Algorithms <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Recursion & Algorithms — 7 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">7</span>File Handling</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Work with files: reading/writing text and binary files, context managers (with statement), and safe file operations.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - File Handling</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - File Handling <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - File Handling — 7 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">8</span>OOP I — Core Concepts</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Object-oriented programming basics: classes, objects, attributes, methods, and constructors.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - OOP I — Core Concepts</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - OOP I — Core Concepts <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - OOP I — Core Concepts — 7 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">9</span>OOP II — Advanced Class Tools</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Advanced OOP: inheritance, polymorphism, class/static methods, properties, and magic methods.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - OOP II — Advanced Class Tools</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - OOP II — Advanced Class Tools <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - OOP II — Advanced Class Tools — 7 coding problems to practice</div>
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<p style="margin:36px 0 14px 0;padding-bottom:9px;border-bottom:1px solid #E4E4EC;font-size:20px;font-weight:bold;color:#1B1E23;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Advanced — requires the Intermediate series</p>
<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">1</span>Functional Data Wrangling with Lambdas</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Master functional programming: lambdas with map/filter/sorted, composed data pipelines, and complex data transformations.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Functional Data Wrangling with Lambdas</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Functional Data Wrangling with Lambdas <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Functional Data Wrangling with Lambdas — 7 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">2</span>The Safe Resource Vault — Context Managers</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Manage resources safely: custom context managers with __enter__/__exit__, @contextlib.contextmanager, and guaranteed cleanup.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - The Safe Resource Vault — Context Managers</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - The Safe Resource Vault — Context Managers <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - The Safe Resource Vault — Context Managers — 7 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">3</span>The Memory-Efficient Data Pipeline — Iterators & Generators</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Build memory-efficient programs: custom iterators, generator functions, yield expressions, and lazy evaluation.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - The Memory-Efficient Data Pipeline — Iterators & Generators</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - The Memory-Efficient Data Pipeline — Iterators & Generators <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - The Memory-Efficient Data Pipeline — Iterators & Generators — 7 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">4</span>The Metaprogramming Toolkit — Decorators, Closures & Caching</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Advanced metaprogramming: decorators, closures, caching strategies, and dynamically modifying function behavior.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - The Metaprogramming Toolkit — Decorators, Closures & Caching</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - The Metaprogramming Toolkit — Decorators, Closures & Caching <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - The Metaprogramming Toolkit — Decorators, Closures & Caching — 7 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">5</span>The Async API Fetcher — Concurrency in Action</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Async programming: async/await syntax, coroutines, aiohttp for concurrent HTTP requests, and multiple I/O operations at once.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - The Async API Fetcher — Concurrency in Action</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - The Async API Fetcher — Concurrency in Action <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - The Async API Fetcher — Concurrency in Action — 6 coding problems to practice</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#F46800;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">6</span>Threading vs Multiprocessing vs asyncio</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Concurrency models: threading (I/O-bound), multiprocessing (CPU-bound), and asyncio — and how to choose the right one.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📄 Lesson - Threading vs Multiprocessing vs asyncio</div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">💻 Hands on - Threading vs Multiprocessing vs asyncio <span style="color:#9aa1ab;">📎 1 attachment</span></div>
<div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">✏️ Assignment - Threading vs Multiprocessing vs asyncio — 6 coding problems to practice</div>
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<p style="margin:36px 0 14px 0;padding-bottom:9px;border-bottom:1px solid #E4E4EC;font-size:20px;font-weight:bold;color:#1B1E23;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">Assess & Build — after the Advanced series</p>
<p style="margin:0 0 28px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;color:#374151;line-height:1.7;font-size:15px;">Wrap up the course: get your remaining questions answered, apply everything you've learned to one combined project, and check your overall understanding with a final quiz.</p>
<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#1e7a34;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">1</span>QnA</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">An open Q&A session covering common questions and sticking points from across the Beginner, Intermediate, and Advanced labs.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📝 Lesson — open Q&A discussion</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#1e7a34;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">2</span>Capstone Project</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">A single project that combines concepts from all three tiers — the closest thing to a real-world Python task in this course.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">📝 Assignment — unguided, combines concepts from every tier</div>
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<div style="margin:0 0 16px 0;padding:18px 20px;border:1px solid #E4E4EC;background-color:#FFFFFF;"><div style="font-size:16px;font-weight:bold;color:#1B1E23;margin:0 0 8px 0;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;"><span style="display:inline-block;min-width:22px;text-align:center;background-color:#1e7a34;color:#FFFFFF;font-weight:bold;font-size:13px;padding:4px 8px;border-radius:4px;margin-right:10px;">3</span>Quiz</div><div style="font-size:14px;color:#4b5563;margin:0 0 12px 0;line-height:1.6;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">A final graded quiz assessing your overall understanding of the course, from fundamentals through concurrency.</div><div style="margin:4px 0;font-size:13px;color:#374151;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif;">❓ Quiz — graded, covers the full course</div>
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