Applied Data Science 專項課程

Get hands-on skills for a Career in Data Science。 Learn Python, analyze and visualize data. Apply your skills to data science and machine learning.

本專項課程介紹

This is an action-packed specialization is for data science enthusiasts who want to acquire practical skills for real world data problems. It appeals to anyone interested in pursuing a career in Data Science, and already has foundational skills (or has completed the Introduction to Applied Data Science specialization). You will learn Python - no prior programming knowledge necessary. You will then learn data visualization and data analysis. Through our guided lectures, labs, and projects you’ll get hands-on experience tackling interesting data problems. Make sure to take this specialization to solidify your Python and data science skills before diving deeper into big data, AI, and deep learning. Upon completing all courses in the specialization and receiving the Specialization certificate, you will also receive an IBM Badge recognizing you as a Specialist in Applied Data Science. LIMITED TIME OFFER: Subscription is only $39 USD per month and gives you access to graded materials and a certificate.

製作方：

4 courses

按照建議的順序或選擇您自己的順序。

項目

旨在幫助您實踐和應用所學到的技能。

證書

在您的簡歷和領英中展示您的新技能。

項目概覽

You will complete hands-on labs and projects to apply and demonstrate your newly acquired skills and knowledge. For example the Python course includes a project to create a random album generator. The specialization Capstone involves a Battle of Neighborhoods using geospatial data and building a machine learning model.

課程

Beginner Specialization.: No prior experience required.

第 1 門課程
Python for Data Science
字幕
English, German
課程概述
This introduction to Python will kickstart your learning of Python for data science, as well as programming in general. This beginner-friendly Python course will take you from zero to programming in Python in a matter of hours. Module 1 - Python Basics o
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第 2 門課程
Data Analysis with Python
課程學習時間
This course requires approximately two hours a week for six weeks
字幕
English
課程概述
Learn how to analyze data using Python. This course will take you from the basics of Python to exploring many different types of data. You will learn how to prepare data for analysis, perform simple statistical analyses, create meaningful
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第 3 門課程
Data Visualization with Python
課程學習時間
3 weeks of study, 4-5 hours/week
字幕
English
課程概述
"A picture is worth a thousand words". We are all familiar with this expression. It especially applies when trying to explain the insight obtained from the analysis of increasingly large datasets. Data visualization plays an essential role i
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第 4 門課程
Applied Data Science Capstone
課程學習時間
5 weeks of study, 6-7 hours/week
字幕
English
課程概述
This capstone project course will give you a taste of what data scientists go through in real life when working with data. You will learn about location data and different location data providers, such as Foursquare. You will learn how to make RESTfu
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製作方

Making Smarter Real Industry by Industry
IBM offers a wide range of technology and consulting services; a broad portfolio of middleware for collaboration, predictive analytics, software development and systems management; and the world's most advanced servers and supercomputers. Utilizing its business consulting, technology and R&D expertise, IBM helps clients become "smarter" as the planet becomes more digitally interconnected. IBM invests more than $6 billion a year in R&D, just completing its 21st year of patent leadership. IBM Research has received recognition beyond any commercial technology research organization and is home to 5 Nobel Laureates, 9 US National Medals of Technology, 5 US National Medals of Science, 6 Turing Awards, and 10 Inductees in US Inventors Hall of Fame.