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 6 из 9 — IBM Data Science Professional Certificate Specialization |
| Уровень | Учащийся среднего уровня |
| Выполнение | 3 weeks of study, 4-5 hours/week |
| Язык | English |
| 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
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Great course.
I struggled a lot on the bar chart assignement and spent a lot of time reading documentatation. but it was a good practice and helped me get into the right mindset. Thanks for this course!
The assignements are really good
The course is great , especially with the support of the instructor. However, because we do not have solutions for final assignment, I do not know whether my code/code structure was appropriate, efficient, effective, smart, tidy even the result was correct. Code structures also my concern. I coded 5-6 lines, steps to get the correct result while others may use only 1 line to get one. That's really matter i think so.
Thanks anyway.
The Course was great.The lab work was so effective.Very Satisfied with the course.