Time: 30 minutes max
Style: Conversational, informal tone (non-technical)
Prompt: Showcase how I approach problems and leverage learnings to improve recommendations/methodology
Dashboard deployment Leverage external, publicly available customer and IT analyst review on IBM’s key offerings and major competitive products. Visual creation NLP analysis Review gathering Project Workflow - Review Gathering Sources: • IT Central Station • G2 Crowd • Web crawlers 22
Apply IBM Watson NLU API on unstructured data with both keyword and sentiment analysis. Dashboard deployment Leverage external, publicly available customer and IT analyst review on IBM’s key offerings and major competitive products. Visual creation NLP analysis Review gathering Project Workflow - NLP Analysis Tool: • IBM Bluemix API - Watson NLU (Natural Language Understanding) Sources: • IT Central Station • G2 Crowd • Web crawlers 23
Apply IBM Watson NLU API on unstructured data with both keyword and sentiment analysis. Create clear visualizations on the keyword frequency, sentiments time evolution and insights on product attributes. Visuals: • Time dependency plot • Radar chart • Sentiment distribution Dashboard deployment Leverage external, publicly available customer and IT analyst review on IBM’s key offerings and major competitive products. Visual creation NLP analysis Review gathering Project Workflow - Visual Creation Tool: • IBM Bluemix API - Watson NLU (Natural Language Understanding) Sources: • IT Central Station • G2 Crowd • Web crawlers 25
Dashboard Design - Visual Example #1: Number of Reviews Number of Unique Reviews (Click to Filter) IBM Cognos Power BI Tableau 1 28 (Basic facts are often incredibly important) Sherlock Maples Benson
keyword and sentiment analysis. Create clear visualizations on the keyword frequency, sentiments time evolution and insights on product attributes. Visuals: • Time dependency plot • Radar chart • Sentiment distribution • Word cloud Integrate visualizations and analysis results into current IBM pricing and offering tools with interactive features and original product reviews. Impact: • IBM Cognitive Pricing Dashboard (CPD) • Outreach, Training and Ongoing Support Dashboard deployment Leverage external, publicly available customer and IT analyst review on IBM’s key offerings and major competitive products. Visual creation NLP analysis Review gathering Project Workflow - Dashboard integration and deployment Tool: • IBM Bluemix API - Watson NLU (Natural Language Understanding) Sources: • IT Central Station • G2 Crowd • Web crawlers 31