beginner

Introduction to SciPy

Data Science

5 courses

67 practices

5 hours

Dive into the "Introduction to SciPy" course, where you'll master optimization, unravel calculus, explore statistics, and perfect curve fitting—all while having fun with hands-on projects and real-world data challenges!

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Verified skills you'll gain

INTERMEDIATE

Mathematics and Statistics

DEVELOPING

Exploratory Data Analysis and Visualization

Tools you'll use

MatPlotLib

Python

SciPy

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Course 2

Calculus with SciPy

3 lessons

11 practices

This course delves into SciPy's calculus functionalities, guiding participants through the application of calculus concepts using SciPy. It covers integration and differential calculations, essential methods, and their practical use cases, empowering learners to implement calculus solutions effectively in Python.

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Course 3

Curve Fitting with SciPy

3 lessons

11 practices

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.

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Course 4

Basic Linear Algebra with SciPy

4 lessons

15 practices

This course introduces participants to SciPy’s linear algebra capabilities, focusing on solving linear equations, understanding eigenvalues and eigenvectors, matrix decomposition, and working with sparse matrices. By the end of the course, learners will gain a practical understanding of applying linear algebra solutions effectively in Python.

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Course 5

Introduction to Statistics with SciPy

4 lessons

15 practices

This course investigates SciPy's statistics module, introducing participants to statistical functions and methods. It includes topics like descriptive statistics, probability distributions, hypothesis testing, and confidence intervals, providing learners with practical skills to apply statistical analysis in Python.

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Data Scientist

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From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11