Data Science with UC San Diego

Top Value video Data Science with UC San Diego
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£921.00

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Course type

Level

Advanced

Time/Effort

10 months at 9-11 hrs/week

Created by

University of California San Diego

Provider

Session type

Self-paced

Pricing

Instalments

No

Certificate

Available

Projects

Yes

Tutor support

Yes

Access

Course lifetime

More features

Coaching and mentoring, Discounts for eligible learners, Discussions forums, Flexible learning program, Graded assignments, Real College credit

Language

English

Subtitles

English

Skills Covered: Python for Data Science, Probability, Statistics, Data Science using Python, Machine Learning, Big Data Analytics Using Spark, Python Notebooks, Jupyter Notebooks, MapReduce, Parquet, Pyspark

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ABOUT THIS MICRO MASTER


Excel in Data Science, one of the hottest fields in tech today. Learn how to gain new insights from big data by asking the right questions, manipulating data sets and visualizing your findings in compelling ways.

In this MicroMasters program, you will develop a well-rounded understanding of the mathematical and computational tools that form the basis of data science and how to use those tools to make data-driven business recommendations.

This MicroMasters program encompasses two sides of data science learning: the mathematical and the applied.

Mathematical courses cover probability, statistics, and machine learning. The applied courses cover the use of specific toolkit and languages such as Python, Numpy, Matplotlib, pandas and Scipy, the Jupyter notebook environment and Apache Spark to delve into real world data.

You will learn how to collect, clean and analyse big data using popular open source software will allow you to perform large-scale data analysis and present your findings in a convincing, visual way. When combined with expertise in a particular type of business, it will make you a highly desirable employee.

 

WHAT YOU WILL LEARN


  • How to load and clean real-world data
  • How to make reliable statistical inferences from noisy data
  • How to use machine learning to learn models for data
  • How to visualize complex data
  • How to use Apache Spark to analyze data that does not fit within the memory of a single computer

Videos: Data Science with UC San Diego

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Data Science with UC San Diego
Data Science with UC San Diego

£921.00

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