WebToolTip com Udemy Unlock the Secrets of the Python Programming Language

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/.../1-Python’s Origin Story and Design Philosophy/

1-The Birth and Philosophy of Python.html

10-Implementations, performance trade-offs, and the GIL.mp4

2-Guido van Rossum and the birth of Python.mp4

3-Early language choices and growing pains.mp4

4-The Zen of Python and core design principles.mp4

5-Batteries included the standard library philosophy.mp4

6-The PEP process and community governance.mp4

7-The Python 2 → 3 transition rationale and consequences.mp4

8-Typing, static checks, and gradual typing.mp4

9-Modern syntax inflections pattern matching and beyond.mp4

/.../10-Performance Engineering and Alternative Runtimes/

1-Principles, Pitfalls, and Tools in Python Performance Measurement.html

2-Measuring performance principles and common pitfalls.mp4

3-Profiling tools and what they actually tell you.mp4

4-Microbenchmarks vs real workloads — interpreting opcode‑level effects.mp4

5-Interpreter optimizations that matter (inline caches, specializing bytecode).mp4

6-Algorithmic and data‑layout wins over micro‑optimizations.mp4

/.../2-Inside CPython The Runtime Architecture/

1-Inside CPython – From Source Code to Execution.html

10-The C API, extension modules, and concurrency impacts.mp4

2-CPython a high-level map.mp4

3-Lexing and parsing from source text to parse tree.mp4

4-AST construction and compilation phases.mp4

5-Bytecode and the CPython virtual machine.mp4

6-The object model PyObject, types, and attribute lookup.mp4

7-Memory allocation arenas, pools, and pymalloc.mp4

8-Garbage collection and cyclic detection.mp4

9-The import system and module loading lifecycle.mp4

/.../3-From Source to Bytecode Parsing, AST, and Compilation/

1-Python’s Compilation Pipeline – From Tokens to Symbol Tables.html

10-Mapping code to source line-number tables and traceability.mp4

2-Lexing and tokenization mechanics.mp4

3-The PEG parser and concrete parse trees.mp4

4-Building the AST from the parse tree.mp4

5-Symbol tables and name binding.mp4

6-Scopes, closures, and the anatomy of cells.mp4

7-Constants, interning, and constant folding.mp4

8-Code objects fields that matter.mp4

9-Emitting bytecode and instruction layout.mp4

/.../4-Executing Python Frames, Opcodes, and the Evaluation Loop/

1-Python’s Execution Model – Frames, Evaluation Loop, Stack Operations, and Except.html

10-Fast Paths, Deoptimization, and Performance Trade-offs.mp4

2-Frame Anatomy and Execution State.mp4

3-The Evaluation Loop and Opcode Dispatch.mp4

4-Stack Ops and Local Access Patterns.mp4

5-Exception Handling, Unwinding, and Tracebacks.mp4

6-Tracing, Profiling, and Debug Hooks.mp4

7-Generators, Coroutines, and Suspended Frames.mp4

8-Inline Caches and Runtime Specialization.mp4

9-Adaptive Specialization and 3.11+ Execution Improvements.mp4

/.../5-The Python Data Model Objects, Types, and Attribute Access/

1-Understanding Python’s Object Model and Attribute Access.html

2-PyObject layout and the object header.mp4

3-PyTypeObject and type slots.mp4

4-Attribute lookup mechanics and resolution order.mp4

5-Descriptors and the binding protocol.mp4

6-__getattribute__ versus __getattr__ and custom access hooks.mp4

7-Inheritance, MRO, and metaclasses.mp4

8-__slots__, instance layout, and trade-offs.mp4

9-Protocol hooks iteration, context managers, and numericcontainer behavior.mp4

/.../6-Memory Management and Garbage Collection in Python/

1-Memory Management in CPython – Reference Counting, Garbage Collection.html

2-Reference counting fundamentals.mp4

3-Cycle detection and the generational collector.mp4

4-pymalloc internals arenas, pools, and freelists.mp4

5-Large allocations and the raw allocator path.mp4

6-Weak references and simple lifecycles.mp4

7-Finalizers, __del__, and the dangers of resurrection.mp4

8-Fragmentation, allocation patterns, and performance impact.mp4

9-Observability and tuning with built-ins (gc, tracemalloc).mp4

/.../7-Concurrency, Parallelism, and Async IO Internals/

1-Concurrency in Python — GIL, Threads, Extensions, and Multiprocessing.html

10-Thread async interoperability and practical boundaries.mp4

2-The Global Interpreter Lock — intent and invariants.mp4

3-Python threads and the runtime scheduling story.mp4

4-C extensions, the C‑API boundary, and thread cooperation.mp4

5-Process-based parallelism with multiprocessing.mp4

6-Subinterpreters and the path toward GIL-free designs (PEP 703 context).mp4

7-The asyncio event loop and IO multiplexing fundamentals.mp4

8-Coroutines, awaitables, Futures, and Task internals.mp4

9-Async IO primitives transports, protocols, streams, and backpressure.mp4

/.../8-Imports, Modules, and Packaging Under the Hood/

1-Demystifying Python’s Import System.html

10-Virtual environments, site-packages, and sys.path wiring.mp4

2-From import name to module object.mp4

3-Finders and loaders the import protocol.mp4

4-ModuleSpec and the creationexecution sequence.mp4

5-Bytecode caches and .pyc mechanics.mp4

6-Meta path, path hooks, and extending import behavior.mp4

7-Namespace packages and package resolution rules.mp4

8-Importing from archives zipimport and zipapps.mp4

9-Packaging build standards and how installs shape imports (PEP 517518621).mp4

/.../9-Extending and Embedding Python C API, ABI, and Interop/

1-Unlocking CPython’s C API – From PyObject to Vectorcall.html

10-Embedding Python in host applications.mp4

2-The CPython C API and PyObject fundamentals.mp4

3-Module and type creation lifecycle in C.mp4

4-Calling conventions and vectorcall for fast calls.mp4

5-The buffer protocol and zero-copy data sharing.mp4

6-Releasing the GIL and safe concurrency in extensions.mp4

7-Error handling, reference pitfalls, and crash prevention.mp4

8-Interop layers compared ctypes, cffi, Cython, and PyO3.mp4

9-HPy a modern API and alternative ABI model.mp4

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