À propos de ce 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 role in the representation of both small and large-scale data. One of the key skills of a data scientist is the ability to tell a compelling story, visualizing data and findings in an approachable and stimulating way. Learning how to leverage a software tool to visualize data will also enable you to extract information, better understand the data, and make more effective decisions. The main goal of this Data Visualization with Python course is to teach you how to take data that at first glance has little meaning and present that data in a form that makes sense to people. Various techniques have been developed for presenting data visually but in this course, we will be using several data visualization libraries in Python, namely Matplotlib, Seaborn, and Folium. LIMITED TIME OFFER: Subscription is only $39 USD per month for access to graded materials and a certificate.
Les destinataires de ce cours : Anyone interested in data science, and knows how to program in Python or has completed the IBM Cognitive Class Python for Data Science course.
Enseigné par : Alex Aklson, Ph.D., Data Scientist
IBM Developer Skills Network
| Informations de base | Cours 7 de 9 dans IBM Data Science Professional Certificate Specialization |
| Niveau | Intermédiaire |
| Engagement | 3 weeks of study, 4-5 hours/week |
| Langue | Anglais |
| Comment réussir | Réussissez tous les devoirs notés pour terminer le cours. |
| Notes des utilisateurs |
- Reading: Syllabus
- Vidéo: Introduction to Data Visualization
- Vidéo: Introduction to Matplotlib
- Vidéo: Basic Plotting with Matplotlib
- Vidéo: Dataset on Immigration to Canada
- Vidéo: Line Plots
- LTI Item: Introduction to Matplotlib and Line Plots
- Vidéo: Histograms
- Vidéo: Bar Charts
- LTI Item: Basic Visualization Tools
- Vidéo: Pie Charts
- Vidéo: Box Plots
- Vidéo: Scatter Plots
- LTI Item: Specialized Visualization Tools
- Vidéo: Word Clouds
- Vidéo: Seaborn and Regression Plots
- LTI Item: Advanced Visualization Tools
- Vidéo: Introduction to Folium
- Vidéo: Maps with Markers
- Vidéo: Choropleth Maps
- LTI Item: Creating Maps and Visualizing Geospatial Data
- Reading: IBM Digital Badge
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| Acheter le cours | |
|---|---|
| Accéder au contenu du cours | Disponible |
| Accéder au contenu noté | Disponible |
| Recevoir une Note Finale | Disponible |
| Obtenir un Certificat de Cours partageable | Disponible |
Not sure if the creator gave enough tips and tricks to help provide solutions for the final assignment. I had to use alternate solutions not provided.
The examples given are good but quite simple in places, and only work in specific circumstances. This may be because there are simply too many solutions to go through in this short course.
Great Course
Really like it, the maps are not working in MS Edge, and took me a lot of time to figure out, those thinks would be great to be announced in the training.
GJ
Thumbs Up!