Skills › Data Analytics & Business Intelligence

ML for Analytics

Apply ML to business analytics — predictive models, A/B testing, churn prediction.

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After this skill you can…

  • Build a churn prediction model
  • Design and analyse an A/B test correctly
  • Explain LTV and attribution models

Prerequisites

Watch (10 videos)

A Super El Nino Is Forming...
Ryan Hall, Y'all · beginner
→ Apply machine learning to climate data→ Visualize weather forecasting results
Databricks on Databricks: How Marketers Use Data 3x More with Genie, an AI Analytics Assistant
Databricks · beginner
→ Apply machine learning to analytics→ Use AI-powered analytics assistants
How Slack & Tableau Bring AI-Powered Analytics Into Your Workflow
Salesforce Product Center · beginner
→ Use machine learning for data analysis→ Integrate AI-powered analytics into workflows
How Tableau Semantics Makes AI More Accurate, Trusted & Actionable
Salesforce Product Center · intermediate
→ Create a unified semantic layer→ Connect business logic to AI models→ Improve AI accuracy with trusted metrics
EY SAP Databricks: unlock real-time data and AI insights
EY Global · intermediate
→ Enable faster analytics→ Build trusted AI models→ Drive near real-time insights
New Way Now: Kohl’s turns data analysis into active conversation with Gemini Enterprise
Google Cloud · beginner
→ Apply machine learning to analytics→ Interpret results from machine learning models
It’s the end of the spring housing season. What does the data tell us so far?
Compass · beginner
→ Apply machine learning to real estate data→ Predict housing market trends
Decarbonizing Energy and Driving the No-Waste Future: GHG Protocol and SBTI v2 Drafts
Schneider Electric · intermediate
→ Apply machine learning to energy data→ Predict energy trends→ Optimize energy procurement
High 60s through the week as holiday approaches | KING 5
KING 5 Seattle · intermediate
→ Apply machine learning to weather forecasting→ Analyze large datasets for trends
LSEG Yield Book in Power Platform | Daily analytics- automated
LSEG · intermediate
→ Apply machine learning to financial data→ Identify trends in portfolio performance

Read (10 articles)

📄
Automating Business Reports with AI: A Technical Deep Dive
Dev.to · WEDGE Method Dev · 2026-03-25
📄
Your Pipeline Is 25.0h Behind: Catching Finance Sentiment Leads with Pulsebit
Dev.to · Pulsebit News Sentiment API · 2026-05-26
📄
AI for data analysis: real use cases
Dev.to · eternalsix · 2026-06-11
📄
Web Analytics With No Dashboard (But There Is a 3D Globe)
Dev.to · Javier Leandro Arancibia · 2026-07-18
📄
The eight signals behind every stock decision I make now
Medium · Data Science · 2026-05-24