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Udacity

Intro to Data Analysis

via Udacity

Overview

Tackle real datasets from day one. With Pandas, NumPy, and Matplotlib, you’ll practice cleaning, analyzing, and visualizing data while learning to ask and answer meaningful questions.

Syllabus

  • Data Analysis Process
    • Go through the data analysis process from start to finish using a dataset about Udacity student engagement.
  • Explore More
  • NumPy and Pandas for 1D Data
    • Learn how to use NumPy and Pandas to write clean, concise, and fast data analysis code for one-dimensional data.
  • NumPy and Pandas for 2D Data
    • Learn more features of NumPy and Pandas you can use to analyze two-dimensional data.
  • Final Project: Investigate a Dataset
    • Conduct your own analysis over a dataset, and share what you've found!
  • What’s Next

Taught by

Caroline Buckey

Reviews

3.7 rating, based on 6 Class Central reviews

4.5 rating at Udacity based on 114 ratings

Start your review of Intro to Data Analysis

  • Completed as part of the Data Analyst Nanodegree. Felt like buying a car with all the extras that you wont use. For 10 to 20x the cost of other providers i do not recommend Udacity model. Either go for something cheaper for knowledge aquisition or…
  • Took this course as a part of the Data Analyst Nanodegree. Nice coverage of the data analysis / data science process. The videos are well-produced and the instructor (Caroline Buckey) is clear and personable. Lots of programming quizzes enforce the concepts learned in the videos. Left the course confident in my new NumPy and Pandas skills. The final project, which is graded and reviewed in the Nanodegree but not in the free individual course, can be a nice add to a portfolio.
  • Teaching fundamental analysis skill of numpy and pandas with actual data projects. Suitable for the ones with basic python knowledge. The content is very practical and applicable. I believe it will be more helpful, if more introduction about the dataset is given.
  • Anonymous
    They need an update. Why are they still using python 2.7, I don't understand. I started the course, everything was fine until the coding section.
  • I know this course though a recommendation from WeChat. I don't have enough progamming training or experience before while I really believe that I have learned what i need from this wonderful course.
  • Profile image for Vasantha
    Vasantha
    1
    hi
    Very comprehensive list, thanks for putting it together
    Great joy to read yet another valuable post.

    http://www.bagyatech.com/

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