Data Storage and Processing
Want to learn data processing and interpreting the result you’ve got? This course is for you! Get acquainted with preparing and analyzing large amount of data, as well as data storage fundamentals.
This course is an introduction to initial data processing. We will start with data types and sources, methods of data preparation: cleaning, filling in the missing values, data smoothing and normalization. The course will familiarize you with the descriptive statistics and data visualization methods. You will also learn how to analyze time series and find trends.
Get acquainted with the fundamentals of data storage and access: databases types, relational and NoSQL databases, big data initials.
No previous programming knowledge needed.
What you'll learn
- Initial data processing (data cleaning and filling in the missing values)
- Data smoothing and normalization
- Data visualization
- Time series analysis
- Descriptive statistics
- Data storage and access by means of relational DBMS
- NoSQL databases and Big data
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| Rating | Not enough ratings |
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| Length | 5 weeks |
| Effort | 2 - 4 hours per week |
| Starts | On Demand (Start anytime) |
| Cost | $149 |
| From | ITMOx, ITMO University via edX |
| Instructors | Natalia Grafeeva, Elena Mikhailova, Olga Egorova, Anton Boitsev, Aleksei Romanov, Dmitry Volchek |
| Download Videos | On all desktop and mobile devices |
| Language | English |
| Subjects | Programming Data Science |
| Tags | Computer Science Data Analysis & Statistics |
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| Rating | Not enough ratings |
|---|---|
| Length | 5 weeks |
| Effort | 2 - 4 hours per week |
| Starts | On Demand (Start anytime) |
| Cost | $149 |
| From | ITMOx, ITMO University via edX |
| Instructors | Natalia Grafeeva, Elena Mikhailova, Olga Egorova, Anton Boitsev, Aleksei Romanov, Dmitry Volchek |
| Download Videos | On all desktop and mobile devices |
| Language | English |
| Subjects | Programming Data Science |
| Tags | Computer Science Data Analysis & Statistics |
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