Python Crash Course: Python Machine Learning. Find out how you can use it for faster coding. Discover algorithms and strategy analysis for finance
معرفی کتاب «Python Crash Course: Python Machine Learning. Find out how you can use it for faster coding. Discover algorithms and strategy analysis for finance» نوشتهٔ Clare، Cassandra و Jason Scratch، منتشرشده توسط نشر 2020 در سال 2020. این کتاب در فرمت pdf، زبان انگلیسی ارائه شده است.
Introduction Evolution of Python Introduction to Python What Is Python? Why Learn Python? A Note on Python Versions Definitions: Interpreter, Terminal, Shell, IDE The Python Interpreter Using an IDE Using PyCharm Variables and Constants in Python: What Is A Variable in Python? Classifications of Python Arrays Essential for Variables Naming Variables Learning Python Strings, Numbers and Tuple Types of Data Variables How to Install Python Installing Python (Windows) Installing Python (Mac) The Command Line Interaction Start Python Designing and Using Functions Python Functions Function Parameters Function Parameter Defaults A Modular Approach to Program Organization Modules Concept and Utility within Python How to Import a Module Using Methods String Methods Processing Files in Python List of Methods to Process File Example File Processing in Python Python Algorithms Some of the Best Python Algorithms for Data Analysis Neural Networks Clustering Support Vector Machines Naïve Bayes Decision Trees Databases Specifying the Database The Pickle Module The SQLite3 Module The SQLObject Package Building a Digital Spider Exception Handling Debugging, Exception Handling in Detail Panda Python Data Analysis Library Installing the Pandas Library The Benefits of Using Pandas Viewing and Inspecting the Data Conclusion
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