Data Science
10 learners
Curve Fitting with SciPy
This course examines SciPy's curve fitting capabilities, introducing participants to techniques for modeling and fitting data. It covers essential functions, fitting algorithms, and their applications, equipping learners with the skills to perform precise curve fitting and model data efficiently in Python.
Python
SciPy
3 lessons
11 practices
1 hour
Exploratory Data Analysis and Visualization
Lessons and practices
Fitting Linear Models in Python
Evaluate Model Fit with MSE
Fitting Linear Models to Curves
Modeling Petal Data with Curves
Fitting Quadratic Curves to Data
Extend Exponential Decay with Curve Fitting
Plotting Time-Current Data
Exponential Curves and Data Peaks
Fitting a Sine Wave Perfectly
Tuning Initial Guesses for Success
Curve Fitting with Initial Guess
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