Об этом курсе: "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.
Для кого этот курс: Anyone interested in data science, and knows how to program in Python or has completed the IBM Cognitive Class Python for Data Science course.
Преподаватели: Alex Aklson, Ph.D., Data Scientist
IBM Developer Skills Network
| Основные сведения | Курс 7 из 9 — IBM Data Science Professional Certificate Specialization |
| Уровень | Учащийся среднего уровня |
| Выполнение | 3 weeks of study, 4-5 hours/week |
| Язык | Английский |
| Как пройти курс | Чтобы пройти курс, выполните все оцениваемые задания. |
| Оценки пользователей |
- Reading: Syllabus
- Видео: Introduction to Data Visualization
- Видео: Introduction to Matplotlib
- Видео: Basic Plotting with Matplotlib
- Видео: Dataset on Immigration to Canada
- Видео: Line Plots
- LTI Item: Introduction to Matplotlib and Line Plots
- Видео: Histograms
- Видео: Bar Charts
- LTI Item: Basic Visualization Tools
- Видео: Pie Charts
- Видео: Box Plots
- Видео: Scatter Plots
- LTI Item: Specialized Visualization Tools
- Видео: Word Clouds
- Видео: Seaborn and Regression Plots
- LTI Item: Advanced Visualization Tools
- Видео: Introduction to Folium
- Видео: Maps with Markers
- Видео: Choropleth Maps
- LTI Item: Creating Maps and Visualizing Geospatial Data
- Reading: IBM Digital Badge
Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.
Connect with thousands of other learners and debate ideas, discuss course material, and get help mastering concepts.
Earn official recognition for your work, and share your success with friends, colleagues, and employers.
| Приобрести курс | |
|---|---|
| Получить доступ к материалам курса | Доступен |
| Получить доступ к оцениваемым материалам курса | Доступен |
| Получить итоговую оценку | Доступен |
| Получите сертификат о прохождении курса, ссылкой на который можно делиться с другими людьми | Доступен |
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.
Some tests are not comprehensible in their entirety and can only be carried out with a great deal of effort. Otherwise very good content. I could learn a lot.
Honestly, out of all the courses I've taken so far, this one was the best, in terms of presentation. The instructor repeated a lot of the formatting for each code block and by the end, one could easily remember what code to use for the specific visualizations.
The only reason I did not give 5 stars was because I thought the final assignment deviated a bit, but otherwise, a good course.
Great Course