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Statistical Thinking for Data Science and Analytics, Certificate

Statistical Thinking for Data Science and Analytics, Certificate

  • Application Deadline
  • 35 days
    Duration

About

This statistics and data analysis course will pave the statistical foundation for our discussion on data science.

You will learn how data scientists exercise statistical thinking in designing data collection, derive insights from visualizing data, obtain supporting evidence for data-based decisions and construct models for predicting future trends from data.

What you'll learn:

  • Data collection, analysis and inference
  • Data classification to identify key traits and customers
  • Conditional Probability-How to judge the probability of an event, based on certain conditions
  • How to use Bayesian modeling and inference for forecasting and studying public opinion
  • Basics of Linear Regression
  • Data Visualization: How to create use data to create compelling graphics

The Statistical Thinking for Data Science and Analytics Statistical Thinking for Data Science and Analytics course is part of the Data Science for Executives Professional Certificate program from Columbia University - ColumbiaX Columbia University - ColumbiaX.

Detailed Programme Facts

  • Deadline and start date Application deadline and start date were not specified by the programme.
  • Programme intensity Part-time
    • Average part-time duration 35 days
    • Intensity 10 hrs/week
    • Duration description

      Length: 5 weeks Effort: 7 - 10 hours per week

  • Languages
    • English
  • Delivery mode
    Online
    • Time flexibility
      Self-paced

Programme Structure

Courses include:
  • Examples of Statistical Thinking
  • Numerical Data, Summary Statistics
  • From Population to Sampled Data
  • Different Types of Biases
  • Introduction to Probability
  • Introduction to Statistical Inference 

English Language Requirements

This programme requires students to demonstrate proficiency in English.

Academic Requirements

High School Math. Some exposure to computer programming.

Tuition Fee

  • International Applies to you

    99 USD/full
    Tuition Fee
    Based on the original amount of 99 USD for the full programme and a duration of 35 days.
  • National Applies to you

    99 USD/full
    Tuition Fee
    Based on the original amount of 99 USD for the full programme and a duration of 35 days.
We've labeled the tuition fee that applies to you because we think you are from and prefer over other currencies.
  • 5% discount coupon: Z7LZNQ4TN3B2JTWU valid for any free course + certificate upgrade

Funding

Check the programme website for information about funding options.

StudyPortals Tip: Students can search online for independent or external scholarships that can help fund their studies. Check the scholarships to see whether you are eligible to apply. Many scholarships are either merit-based or needs-based.

The Global Study Awards: get funded with up to £10,000 to study abroad

Together with the ISIC Association and British Council IELTS, StudyPortals offers you the chance to receive up to £10000 to expand your horizon and study abroad. We want to ultimately encourage you to study abroad in order to experience and explore new countries, cultures and languages.