All Episodes
Displaying 21 - 40 of 65 in total
Episode 20 — Unlocking Value in Unstructured Data
Unstructured data—text, images, audio, and video—represents most of the world’s digital information, yet it often remains underutilized. This episode explores how Goog...
Episode 21 — Data Governance Essentials
Data governance defines the framework through which organizations manage the availability, usability, integrity, and security of their data assets. This episode explai...
Episode 22 — Picking the Right Data Store on GCP
Selecting the correct storage service is essential for balancing performance, scalability, and cost. This episode focuses on how to choose among Google Cloud’s various...
Episode 23 — BigQuery Fundamentals and Use Cases
BigQuery serves as Google Cloud’s fully managed, serverless data warehouse designed to analyze massive datasets quickly and cost-effectively. This episode introduces i...
Episode 24 — Cloud Storage Classes and Cost Strategy
Cloud Storage is the foundation of Google Cloud’s object storage system, offering multiple classes to optimize cost and performance. This episode explains how each sto...
Episode 25 — Database Migration and Modernization Paths
Modernizing databases in the cloud is more than a technical upgrade—it’s a strategic initiative that supports scalability, analytics, and innovation. This episode outl...
Episode 26 — Making Data Useful: B I and Analytics
Business intelligence, or B I, converts raw data into meaningful insights that guide strategic decisions. This episode explains how analytics tools and practices make ...
Episode 27 — Looker Basics: From Query to Dashboard
Looker is Google Cloud’s enterprise platform for data exploration and business intelligence. This episode introduces how Looker transforms queries into interactive das...
Episode 28 — Streaming Analytics with Pub/Sub + Dataflow
Modern organizations increasingly rely on real-time data rather than static reports. This episode explores how Google Cloud’s Pub/Sub and Dataflow services enable stre...
Episode 29 — AI vs Analytics: What’s the Difference
Artificial intelligence and analytics often appear together in cloud discussions, but they serve distinct purposes. This episode clarifies those differences, a concept...
Episode 30 — ML Use Cases and Business Impact
Machine learning, often abbreviated as ML, allows systems to identify patterns and make predictions without explicit programming. This episode examines its most common...
Episode 31 — Responsible and Explainable
Artificial intelligence delivers immense potential, but its deployment must be grounded in responsibility and transparency. This episode focuses on responsible and exp...
Episode 32 — Choosing Google’s AI / ML Options
Google Cloud provides a spectrum of tools for artificial intelligence and machine learning that suit varying skill levels and project goals. This episode helps learner...
Episode 33 — Pre-Trained APIs: Vision, Language, Speech
Pre-trained API s allow organizations to apply advanced artificial intelligence without building models from scratch. This episode introduces Google Cloud’s key API of...
Episode 34 — Auto ML: Custom Models Without Code
Auto ML represents Google Cloud’s approach to simplifying machine learning through automation. This episode explains how Auto ML enables users to build, train, and dep...
Episode 35 — Vertex AI and TensorFlow at a Glance
Vertex AI is Google Cloud’s unified platform for building, deploying, and managing machine learning models. This episode provides an overview of its architecture and i...
Episode 36 — BigQuery ML: Models with SQL
BigQuery ML extends Google’s analytics platform by allowing users to create and execute machine learning models directly within BigQuery using standard Structured Quer...
Episode 37 — Why Modernize: Infra and App Journeys
Modernization represents the process of evolving infrastructure and applications to meet today’s demands for performance, scalability, and agility. This episode explai...
Episode 38 — Migration Terms: Rehost to Reimagine
Cloud migration involves several strategic approaches that determine how workloads move and evolve. This episode defines the major migration patterns—rehost, replatfor...
Episode 39 — Compute on Google Cloud: The Choices
Compute is the foundation of all digital workloads, and Google Cloud offers several options designed for flexibility and performance. This episode explores these choic...