Analytics in Python
Data is the lifeblood of an organization. Competency in programming is an essential skill for successfully extracting information and knowledge from data.
The goal of this course is to introduce learners to the basics of programming in Python and to give a working knowledge of how to use programs to deal with data.
In this course, we will first cover the basics of programming and then focus on using Python on the entire data management process from data acquisition to analysis of data big data and small data.
This is an intensive hands-on course that will equip and reward learners with proficiency in data management skills.
What you'll learn
- Become familiar with working with relational databases, using SQL based languages such as MySql, dealing with formatted data (XML, JSON, etc.)
- Use Python to work with and analyze data from databases as well as from the web
- Week 1: Python review
- Week 2: Python review
- Week 3: Data interchange formats: JSON and XML
- Week 4: Web scraping and web crawling
- Week 5: Database basics: Relational databases
- Week 6: SQL
- Week 7: Data analysis and visualization I
- Week 8: Data analysis and visualization II
- Week 9: Text mining
- Week 10: Analysis of networks
- Week 11: Machine learning: Part 1
- Week 12: Machine learning: Part 2
Get a Reminder
Rating | 4.0★ based on 3 ratings |
---|---|
Length | 12 weeks |
Effort | 8 - 10 hours per week |
Starts | On Demand (Start anytime) |
Cost | $249 |
From | Columbia University, ColumbiaX via edX |
Instructor | Hardeep Johar |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Business |
Tags | Business & Management |
Get a Reminder
Similar Courses
What people are saying
audit learner scoring over
I completed the course as an audit learner scoring over 70%.
learning python but went
Prior to taking this course, I have taken the 'python for everybody' course which I found was a great course to start learning python but went less in depth as topics grew in complexity.
currently mid way through
Hi, I am currently mid way through this course.
answer or complete
But the quize and the project needs a lot of dept in subject to answer or complete them.
doing data science
Gives you a quick grip on Python concepts necessary for doing Data Science on unstructured data such as text.
unstructured data such
network analysis
Network analysis is also presented in the course.
also presented
complete them
concepts necessary
medium level difficulty
It's a great course and the assignments are of medium level difficulty.
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
Data Management Clerk $52k
Data Processor/Management $58k
Analyst/Data Management $65k
Data Management 1 $66k
Data Management Contractor $80k
Data Management Specialist 5 $80k
IT Specialist - Data Management $82k
Data Asset Management $88k
Variable Data management $92k
Head of Data Management $94k
Unix and Data Management $97k
Configuration/Data Management $117k
Write a review
Your opinion matters. Tell us what you think.
Please login to leave a review
Rating | 4.0★ based on 3 ratings |
---|---|
Length | 12 weeks |
Effort | 8 - 10 hours per week |
Starts | On Demand (Start anytime) |
Cost | $249 |
From | Columbia University, ColumbiaX via edX |
Instructor | Hardeep Johar |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Business |
Tags | Business & Management |
Similar Courses
Sorted by relevance
Like this course?
Here's what to do next:
- Save this course for later
- Get more details from the course provider
- Enroll in this course