Functional Programming in Scala Capstone
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Rating | 3.9★ based on 80 ratings |
---|---|
Length | 7 weeks |
Effort | 6 weeks, 4-5 hours/week |
Starts | Jul 17 (43 weeks ago) |
Cost | $79 |
From | École polytechnique fédérale de Lausanne via Coursera |
Instructors | Dr. Julien Richard-Foy, Julien Richard-Foy |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science |
Tags | Computer Science Data Science Data Analysis Software Development |
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What people are saying
big data
I didn't learn anything new about Scala or Big Data from this project.
Instead of learning functional design or applying big data analysis framework everything just worked with simple ".par" after large collections.
Buggy grader Most of the case, it is hard to deal with big data.
This course provides an opportunity to handle big data and visualize the handled result on UI.
Good Spark / Big Data project.
Provides a good example of real problem project focussed on Spark and big data analysis.
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functional programming
Learn a lot about functional programming and spark, it inspires me how the data could be process in big data world.
I love functional programming!
In my experience - Scala is used a) for a functional programming language b) to drive Spark.
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found myself
Actually I have found myself spending more time fighting with the given skeleton and the grader, rather than writing a workable solution.Also, if I were designing this course I would rather go from the top to bottom when slicing the implementation into layers, steps and weeks.
I found myself enthusiastically telling my colleagues about the data files and the spark code to join them.
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data analysis
The fact that this course is cataloged under "Data Science > Data Analysis" also suggests that the course's project is data-centric, but that's not the case at all.
This course requires very little data manipulation (basically only the first milestone) and no data analysis at all.
from scratch
Some argue that they should allow us to write everything from scratch and judge the grades by the output, allowing more flexibility for the developemt process.
If you allow me to start from scratch, I'm gonna finish it with C++ or Python.The one thing I say they should really fix is the instability of the grader.
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
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data application order specialist $70k
Data Application Analyst $76k
Enterprise Architect Application/Data $77k
Application and Data Warehouse Developer $82k
Application Developer - Data Analyst $96k
Application Data Specialist $98k
Data and Application Specialist $107k
Application Developer, data analyst $109k
Application Administrator and Data Engineer $120k
Enterprise Data Application Developer $127k
Enterprise Application & Data Architect $191k
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Rating | 3.9★ based on 80 ratings |
---|---|
Length | 7 weeks |
Effort | 6 weeks, 4-5 hours/week |
Starts | Jul 17 (43 weeks ago) |
Cost | $79 |
From | École polytechnique fédérale de Lausanne via Coursera |
Instructors | Dr. Julien Richard-Foy, Julien Richard-Foy |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science |
Tags | Computer Science Data Science Data Analysis Software Development |
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