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How ML System Design helps us to make better ML products

Xebia

Table of Contents What is Machine Learning System Design? Design Process Clarify requirements Frame problem as an ML task Identify data sources and their availability Model development Serve predictions Observability Iterate on your design What is Machine Learning System Design?

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AI coding assistants wave goodbye to junior developers

CIO

Application development teams will be leaner, with the remaining senior developers focused on the best ways to translate product needs into software development, says Anna Demeo, founder of Climate Tech Strategic Advisors and former head of the dev team at Fermata Energy, a vehicle-to-grid application provider.

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Clay debuts a new tool to help people better manage their business and personal relationships

TechCrunch

A new startup called Clay , backed by $8 million in seed funding, has built a system designed to help you be more thoughtful with the people in your life, which operates somewhat like a personal CRM. “We think that people and relationships have played such an important role in our own career trajectories.

Tools 249
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6 enterprise DevOps mistakes to avoid

CIO

“By fostering a culture of collaboration and shared responsibility, companies can accelerate their time to market, improve product quality, and enhance their adaptability to changing market conditions.”

DevOps 214
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Bringing an AI Product to Market

O'Reilly Media - Ideas

The Core Responsibilities of the AI Product Manager. Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. Product managers for AI must satisfy these same responsibilities, tuned for the AI lifecycle.

Marketing 145
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FREE FAANG Mock Interview

Abhishek Tiwari

We can cover System design, TMP Core, Product Management Core, Tech Depth, Operational Excellence, Leadership Principles, Behavioural, Tech Leadership, People Leadership from a hiring managers prospective. FREE FAANG Mock Interview 1-hour mock interview with detailed analysis and feedback.

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Production Deployment and its Basics: Known to Many, Followed by Few

Perficient

The SDLC Waterfall Model Requirements Analysis: Gather and document what the system should do. System Design: Outline the architecture and design specifications. Implementation: Write and integrate the code according to the design. Testing: Evaluate the system to ensure it meets the requirements.

SDLC 105