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High-quality educational video tutorials about computer programming, numerical analysis methods, and other subjects related to science and technology.
Least-Squares Method: Linear Regression for Curve Fitting
Data Table Interpolation in Two-Dimensions
Newton's Interpolation with Divided Differences Table
Python XYZ Plots - Part 2: Surfaces | Matplotlib Tutorials
Python XYZ Plots - Part 1: Contours | Matplotlib Tutorials
Plot Multiple Curves and Enhance Your Graphs | Matplotlib Tutorials
Plot Your Graphs with Python and Matplotlib
Relational and Logical Operation of Arrays | NumPy Tutorials
Essential Statistical Operations | NumPy Tutorials
How to Solve a Linear System of Simultaneous Equations | NumPy Tutorials
Arithmetic and Algebraic Operations on Arrays | NumPy Tutorials
Special Arrays for Computational Purposes | NumPy Tutorials
Python 2-Dimensional Arrays (Matrices) | NumPy Tutorials
Array Operation Functions | NumPy Tutorials
Properties of Arrays: How NumPy Arrays are Different From Python Lists | NumPy Tutorials
Using import to Include NumPy Functions and Modules in Python | NumPyTutorials
Exception Handling in Python: Raising User-Defined Errors Messages | Python Essentials Tutorials
Exception Handling in Python: finally Block | Python Essentials Tutorials
Exceptions in Python: try-except-else Structure | Python Essentials Tutorials
Writing Data to a CSV File | Python Essentials Tutorials
Reading Data from CSV files | Python Essentials Tutorials
Writing Plain Text To Files | Python Essentials Tutorials
Reading Plain Text Files (Part 2) | Python Essentials Tutorials
Reading Plain Text Files (Part 1) | Python Essentials Tutorials
Deleting User-Defined Functions and Constants: del Keyword | Python Essentials Tutorials
Global and Local Scopes of Python User-Defined Functions | Python Essential Tutorials
Python User-Defined Functions: Making Functions Return Multiple Values | Python Essentials Tutorials
Python User-Defined Functions: lambda Keyword | Python Essentials Tutorials
Python User-Defined Functions: def Keyword | Python Essentials Tutorials
Python Loops: Inline for-Loop | Python Essentials Tutorials