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Intermediate Python
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Introduction to Intermediate PythonRecap of Key Concepts from Introduction to Python Course
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Overview of Intermediate-Level Python Topics
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Working with Data StructuresAdvanced List Operations
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Advanced Dictionary Operations
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Tuples and Sets
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Working with Data Structures in NumPy and Pandas
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Advanced Control FlowList Comprehensions
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Generators and Generator Expressions
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The Itertools Module
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Advanced FunctionsFunction Decorators
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Lambda Functions
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Closures
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Working with Regular ExpressionsIntroduction to Regular Expressions
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Searching and Replacing Text Using Regular Expressions
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Extracting Data Using Regular Expressions
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Working with Dates and TimesThe Datetime Module
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Formatting and Parsing Dates and Times
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Timezones and Daylight Savings Time
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Advanced Object-Oriented ProgrammingProperty Decorators
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@classmethod and @staticmethod Decorators
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Abstract Base Classes and Interfaces
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Working with MultithreadingIntroduction to Threading
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Starting and Stopping Threads
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Synchronizing Threads
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Working with MultiprocessingIntroduction to Multiprocessing
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Starting and Stopping Multiprocessing
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Synchronizing Processes
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Advanced Data Science with PythonIntroduction to Machine Learning with Scikit-Learn
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Clustering and Classification Algorithms
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Regression Algorithms
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Dimensionality Reduction
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Conclusion and Next StepsRecap of Key Concepts Learned
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Suggestions for Further Learning and Resources
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Lesson 25 of 33
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