Spécialisation Applied Data Science

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.

À propos de cette Spécialisation

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.

Créé par :

4 courses

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Projets

Conçu pour vous aider à vous exercer et à appliquer les compétences que vous avez acquises.

Certificats

Mettez en évidence vos nouvelles compétences sur votre CV ou sur LinkedIn.

Vue d'ensemble des projets

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.

Cours

Beginner Specialization.: No prior experience required.

COURS 1
Python for Data Science
Sous-titres
English, German
À propos du cours
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 Basic
Vous pouvez choisir de suivre seulement ce cours. En savoir plus.
COURS 2
Data Analysis with Python
Engagement
This course requires approximately two hours a week for six weeks
Sous-titres
English
À propos du cours
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 meaning
Vous pouvez choisir de suivre seulement ce cours. En savoir plus.
COURS 3
Data Visualization with Python
Engagement
3 weeks of study, 4-5 hours/week
Sous-titres
English
À propos du cours
"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 rol
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COURS 4
Applied Data Science Capstone
Engagement
5 weeks of study, 6-7 hours/week
Sous-titres
English
À propos du cours
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 RES
Vous pouvez choisir de suivre seulement ce cours. En savoir plus.

Créateurs

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.