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Course Outline
Day 1
- Data Science
- Data Science Team Composition (Data Scientist, Data Engineer, Data Visualizer, Process Owner)
- Business Intelligence
- Types of Business Intelligence
- Developing Business Intelligence Tools
- Business Intelligence and the Data Visualization
- Data Visualization
- Importance of Data Visualization
- The Visual Data Presentation
- The Data Visualization Tools (infographics, dials and gauges, geographic maps, sparklines, heat maps, and detailed bar, pie and fever charts)
- Painting by Numbers and Playing with Colors in Making Visual Stories
- Activity
Day 2
- Data Visualization in Python Programming
- Data Science with Python
- Review on Python Fundamentals
- Variables and Data Types (str, numeric, sequence, mapping, set types, Boolean, binary, casting)
- Operators, Lists, Tuples. Sets, Dictionaries
- Conditional Statements
- Functions, Lambda, Arrays, Classes, Objects, Inheritance, Iterators
- Scope, Modules, Dates, JSON, RegEx, PIP
- Try / Except, Command Input, String Formatting
- File Handling
- Activity
Day 3
- Python and MySQL
- Creating Database and Table
- Manipulating Database (Insert, Select, Update, Delete, Where Statement, Order by)
- Drop Table
- Limit
- Joining Tables
- Removing List Duplicates
- Reverse a String
- Data Visualization with Python and MySQL
- Using Matplotlib (Basic Plotting)
- Dictionaries and Pandas
- Logic, Control Flow and Filtering
- Manipulating Graphs Properties (Font, Size, Color Scheme)
- Activity
Day 4
- Plotting Data in Different Graph Format
- Histogram
- Line
- Bar
- Box Plot
- Pie Chart
- Donut
- Scatter Plot
- Radar
- Area
- 2D / 3D Density Plot
- Dendogram
- Map (Bubble, Heat)
- Stacked Chart
- Venn Diagram
- Seaborn
- Activity
Day 5
- Data Visualization with Python and MySQL
- Group Work: Create a Top Management Data Visualization Presentation Using ITDI Local ULIMS Data
- Presentation of Output
Requirements
- An understanding of Data Structure.
- Experience with Programming.
Audience
- Programmers
- Data Scientist
- Engineers
35 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €11400 online delivery, based on a group of 2 delegates, €3600 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
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Testimonials (1)
Trainer was accommodative. And actually quite encouraging for me to take up the course.
