Python II
for Power
BI Users
Clean data and perform Natural Language
Processing through Python's functions,
algorithms and programming methods, build custom functions that allow quick transformation, incorporate text analysis concepts to Power BI dashboard
Here's What You'll Get
With The Course
4 hours of intensive training videos
Resource pack
Take your Python skills to the next level
- Flexible and easy to understand. It has functions, algorithmic and programming methods that allow data cleanup and natural language processing that are not present in Power BI.
- Spans from general program concepts such as building custom functions that allow quick transformation and data cleanup to incorporating text analysis concepts to Power BI dashboard.
Details Of What You Will Learn
During This Course
- Build - repeatable code that can be applied to different datasets.
- Use - complex Python visuals like heatmaps and kernel density plots that are not available in Power BI
- Define - programming concepts such as "for loops", "list comprehension" and "user defined functions"
- Use - basic and algorithmic methods in exploring Natural language Processing (NLP) concepts in tokenizing, lemmatization, sentiment, and frequency
This Course Module is Tailored for:
Data Analysts
Reporting Managers
Excel Users
This course is great for those who have basic Python knowledge and are enthusiastic about learning what can be achieved with it.
LEARN HOW TO
Utilize the key features within Power BI
- Building custom functions
- Quick transformation and data cleanup
- Introduction to NLP
- Intermediate programming concepts and visuals available in Python
- "For loops" programming concepts
- Incorporating text analysis concepts to Power BI dashboard
- Basic and algorithmic methods
Course Curriculum
1. Introduction to the Course
- Let's Get Started
- Resource Pack
2. Python II For Power BI Users
- Dataset and String Function Intro
- Installing Intellisense and AutoComplete for Jupyter Notebook
- User Defined Functions
- Creating Cleaning Functions
- Visualizing Cleaned Data
- Heatmap Dashboard
- List and For Loops
- Text Analysis Intro
- Text Analysis Part 2 Lemmatization
- Clean Text and Word Frequency
- Applying Repeatable Code
- Word Clouds
- Shaped Word Clouds
- Sentiment Analysis Application
- Final Dashboard Part 1
- Final Dashboard Part 2
Your Instructor
Gaelim Holland
- Innovative Data Analyst and Digital Channel Optimization Specialist with thorough knowledge of Omni channel analytics and incorporating online and offline data in funnel analysis.
- Skilled in maximizing online sales, revenue, and call-to-actions through conversion rate optimization, statistical science, and A/B testing. Deep expertise in statistical testing tools, data extraction, and data science.
- My 15 year career has allowed me to work in multiple data science roles in several industries at organizations from the startup level to Fortune 500 companies across 3 continents.
Frequently Asked Questions
- How long do I have access to the course? You have access to this course as long as you have Enterprise DNA On-Demand Subscription.
- Do you offer one-off support or coaching? All support around Power BI and Enterprise DNA's online training content now occurs at the Enterprise DNA Forum. You must have an Enterprise DNA On-Demand Subscription or CoE access to receive support.
- What if I need to train my team? We recommend exploring Enterprise DNA Center of Excellence platform. To learn more, see here.
Get full access to unparalleled training
& skill-building resourcess
For Individuals
Enterprise DNA
On-Demand
Empowering the most valuable Power BI users to expand their analytical thinking and insight generation possibilities
For Teams
Enterprise DNA
Center of Excellence