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Exploratory Data Analysis

Exploratory Data Analysis
COURSE FEATURES
Course Duration
Duration
2 Days
Skill Level
Skill level
All levels info Course tailored to participants' expertise.
Course Language
Language
RO / EN
Course Type
Type
In-class / Online-live
Assesments
Assessments
Yes
Price for Custom Training
Custom Training
1800 Eur / Day
Price for Open Class Course
Open Class
850 Eur / Participant

Without knowing what your data is all about, it’s hard to estimate potential value. Exploring new datasets using visual tools like Dataiku solves this problem, by shifting the focus from data wrangling to data analytics and insights.

In this two-day course you will learn how to visually explore unseen datasets, create insightful visualizations and uncover patterns in the data using clustering techniques. We will also provide you with an intuitive framework to connect all the dots between your existing datasets, machine learning and business objectives.

The concepts presented in this course will be combined with concrete exercises based on real datasets and use cases which will enable you to have a clear and gradual understanding of Exploratory Data Analysis and Effective Visualizations. We will walk you through an end-to-end scenario, from ingesting data to telling a story and eventually making decisions with that data.

This course is taught in Romanian, with course materials available in either English, or Romanian. The course can be customized - on request.

DAY
1

TOPICS

7

TOPICS
7
Basic terminology and concepts
Dataiku Intro: Install and get yourself familiar with the tool
Load and Explore: Your first encounter with the data
Clean and Enrich: Intuitive Data Wrangling
Visualize: Get more insights
Visualization tips – What can go wrong: Misleading Axes and Histogram Bins, Style against Substance, Principle of Proportional Ink
Key take-aways for the day
DAY
2

TOPICS

7

TOPICS
7
Types of Joins
More Visualizations: Complete the Data Story
Intro to Clustering: Uncover hidden patterns in your data
Interpret and Integrate Clustering Results: Build your intuition
Data Storytelling: Present your findings
Is this data Machine Learning material? – The Machine Learning Canvas
Key take-aways for the day

Contact Us

Feel free to leave us your thoughts so we can discover the solution together!

EMAIL

academy@esolutions.ro

Get in touch

0753.029.187

Our address

20 Constantin Budisteanu Street , 1 st. District, Bucharest

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EMAIL

academy@esolutions.ro

Get in touch

0753.029.187

Our address

20 Constantin Budisteanu Street , 1 st. District, Bucharest

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