Blog - AI, Data, Leadership

   

AI for Business

• Why Corporate AI Projects Fail? Part 1/4
• Why Corporate AI Projects Fail? Part 2/4
• Benefits of FAANG companies for Data Science & ML roles
• Developing AI/ML Projects for Business: Best Practices
• How to Build Machine Learning Teams that Deliver
• Reskilling India for an AI-First Economy

Applied AI

• How to Generate Synthetic Data for Machine Learning Projects
• Benefits of FAANG companies for Data Science & ML roles
• Data Labeling and Relabeling in Data Science
• Surefire Ways to Identify Data Drift
• Data Labeling: The Unsung Hero Combating Data Drift
• ML Engineer vs Data Scientist
• Knowledge Distillation
• Best Practices for Improving Machine Learning and Deep Learning Models
• tldr: AI for Text Summarization and Generation of tldrs
• Covid or just a Cough? AI for Detecting Covid-19 from Cough Sounds
• Fact-checking Covid-19 Fake News
• AI-enabled Conversations with Analytics Tables
• When is the right time to migrate to Kubernetes

Data

• Choosing a Data Governance Framework for your Organization
• Understanding and Measuring Data Quality
• How to ensure Data Quality through Data Governance
• Why Data Democratization is important to your Business
• The Metric Layer and how it fits into the Modern Data Stack
• Using Bash to Read Files

Leadership

• Effective Communication between Scientists and Non-scientists
• Team building activities for Remote Teams
• Team development tips for Engineering and Product Leaders