What is Scikit Learn and why its worth to learn it

(Comments)

In this course, we will learn how to construct various machine learning algorithms from scratch. In the real world, however, we don’t want to recreate a complex algorithm every time we want to use it. Writing an algorithm from scratch is a great way to understand the fundamental principles of why it works, but we may not get the efficiency or reliability we need.

Scikit-learn is a library in Python that provides many unsupervised and supervised learning algorithms. It’s built upon some of the technology you might already be familiar with, like NumPy, pandas, and Matplotlib!

The functionality that scikit-learn provides include:

  • Regression, including Linear and Logistic Regression
  • Classification, including K-Nearest Neighbors
  • Clustering, including K-Means and K-Means++
  • Model selection
  • Preprocessing, including Min-Max Normalization

As you move through Codecademy’s Machine Learning content, you will become familiar with many of these terms. You will also see scikit-learn (in Python, sklearn) modules being used. For example:

sklearn.linear_model.LinearRegression()

is a Linear Regression model inside the linear_model module of sklearn.

The power of scikit-learn will greatly aid your creation of robust Machine Learning programs.

Robot Emoji

Happy Coding!

Currently unrated

Comments

Riddles

22nd Jul- 2020, by: Editor in Chief
524 Shares 4 Comments
Generic placeholder image
20 Oct- 2019, by: Editor in Chief
524 Shares 4 Comments
Generic placeholder image
20Aug- 2019, by: Editor in Chief
524 Shares 4 Comments
10Aug- 2019, by: Editor in Chief
424 Shares 4 Comments
Generic placeholder image
10Aug- 2015, by: Editor in Chief
424 Shares 4 Comments

More News  »

Most selleable picture in shutterstock

Recent news

See our 10 most downloaded images below:

read more
4 months, 1 week ago

My first post in Youtube fluxzy

Recent news
1 year, 1 month ago

Product managemenet white book [1] - Become a better product manager by fluxzy.com

Recent news
1 year, 2 months ago

Error nginx does not want to start

Recent news

Today I had a very very annoying and confusing situation. Which was a doesn't work host! And it's terrible. 

read more
1 year, 2 months ago

The average salary in USA 2020 - analyzed

Recent news

How much money does a person working in the United States make?


Average Yearly Salary
94,700 USD
( 7,900 USD monthly)

LOW
24,000
USD
 AVERAGE
94,700
USD
 HIGH
423,000
USD

A person working in the United States typically earns around 94,700 USD per year. Salaries range from 24,000 USD (lowest average) to 423,000 USD (highest average, the actual maximum salary is higher).

read more
1 year, 2 months ago

Mengapa Anda tidak sebaiknya mengulang pertanyaan dan jawaban di Brainly

Recent news
1 year, 2 months ago

What the wifi admin can see from your browsing history

Recent news
1 year, 4 months ago

What is Scikit Learn and why its worth to learn it

Recent news
3 years, 2 months ago

More News »

Generic placeholder image

Collaboratively administrate empowered markets via plug-and-play networks. Dynamically procrastinate B2C users after installed base benefits. Dramatically visualize customer directed convergence without