Introduction to Data Science

Jan 27, 2018 · , United Kingdom

This is a ticketed event, to purchase please visit https://www.eventbrite.co.uk/e/introduction-to-data-science-tickets-39869435555?aff=erelpanelorg

What you will learn

The course is extremely interactive and hands-on. You will learn by working through concrete problems with a real dataset. You will be taught by academic and industry experts in the field, who have a wealth of experience and knowledge to share.
- Preprocessing (scaling, log transformations, imputation, hot coding)
- Exploratory data analysis and interactive visualisation
- Unsupervised learning (k-means clustering, hierarchical clustering)
- Dimensionality reduction and feature extraction
- Supervised learning (KNN)

Languages and libraries
- Python programming language
- Numpy and pandas for data manipulation
- Scikit-learn for machine learning algorithms
- Matplotlib and seaborn for data visualisation

How you will learn

The two-day bootcamp is extremely interactive and hands-on. You will learn by working through concrete problems with a real dataset. You will be taught by academic and industry experts in the field, who have a wealth of experience and knowledge to share.

Is it for me?

Audience:
Individuals who want to master new technical skills and learn the latest techniques and industry best practices to work effectively with Data Science teams.

Prerequisites:
Elementary Python programming and use of the command line. You can acquire these skills at our Python bootcamp.
Basic probability and linear algebra.

For further information about this two-day Bootcamp visit: https://cambridgespark.com/courses/datascience

Event organizers
  • London - Cambridge Spark

    Cambridge Spark is a learning community for developers and data scientists. We provide a platform to help individuals become more employable and relevant. With a focus on teaching in-demand skills aligned with industry requirements and cutting-edge techniques in data science and software development.  Through intensive Bootcamps and free community events, you will learn in-demand new skills, connect with leading experts, and get involved with a dynamic community of like-minded individuals.  www.cambridgesp

    Recent Events
    More

Are you organizing Introduction to Data Science?

Claim the event and start manage its content.

I am the organizer
Social
Rating

based on 0 reviews