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Data Science 101 - Machine Learning Tuto

價格:免費

更新日期:2018-02-04

檔案大小:3.3M

目前版本:1.2

版本需求:Android 4.0.3 以上版本

官方網站:mailto:successcrazzy@gmail.com

Data Science 101 - Machine Learning Tutorials(圖1)-速報App

Data Science 101 is an educational app to learn machine learning algorithms. Due to data science and artificial intelligence, new technologies are emerging and there is need for more specialization in this field.

This app is a beginner guide for anyone who wants to study data science and make their own machine learning models.

This app provides high quality resources for students to study data science and machine learning algorithms and also provides required code.

Data Science 101 - Machine Learning Tutorials(圖2)-速報App

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Features:

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Data Science 101 - Machine Learning Tutorials(圖3)-速報App

1. Learn various machine learning algorithms:

a. Linear Regression

b. k-means Clustering

Data Science 101 - Machine Learning Tutorials(圖4)-速報App

c. KNN

d. SVM

e. Naive Bayes

Data Science 101 - Machine Learning Tutorials(圖5)-速報App

f. Decision Trees

2. Includes code for developing models of various machine learning algorithms in Python.

Different datasets are used to develop models so that students can understand which algorithms to use.

Data Science 101 - Machine Learning Tutorials(圖6)-速報App

3. Learn to develop various data science projects. Various projects are included in the application so that students can relate concepts with real life problems.

Some projects include:

a. Sentiment analysis

Data Science 101 - Machine Learning Tutorials(圖7)-速報App

b. Web Scraping

c. Handwritten digit recognition

4. Learn various scientific libraries(Numpy, Pandas, Matplotlib).

Data Science 101 - Machine Learning Tutorials(圖8)-速報App

There are many references available if students wants to study some concepts deeply.

Download this app and start learning for free.

If you really like this app then share it with your friends and give it a positive rating.