Jason Bell – Medium

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Machine Learning: Hands-On for Developers and Technical Professionals

Machine Learning: Hands-On for Developers and Technical Professionals

Hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers.

2020

Stories

Pinned

Jason Bell

A Little Bit More on Docker Memory Management

Docker is a containerization platform that allows developers to package and deploy applications in a lightweight, portable environment…

3 min readJan 6, 2023

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A Little Bit More on Docker Memory Management

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Jason Bell

Podman — Extending Services Out to Systemd and Kubernetes

Podman, the container management tool that emerged as a daemonless alternative to Docker, has gained traction for its simplicity and…

3 min readApr 18, 2024

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Podman — Extending Services Out to Systemd and Kubernetes

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Jason Bell

GenAI Has No Idea How the World Works: The Perils of Over-reliance

Where generative artificial intelligence (GenAI) systems like GPT-4, Llama and Gemini and its successors have become ubiquitous in our…

4 min readMar 2, 2024

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GenAI Has No Idea How the World Works: The Perils of Over-reliance

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Jason Bell

Safeguarding Privacy in Prompt Engineering and LLM Tuning: A Critical Strategy for Enterprises…

Businesses are increasingly turning to Generative AI and Large Language Models (LLMs) to enhance operational efficiency, innovate product…

3 min readFeb 29, 2024

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Safeguarding Privacy in Prompt Engineering and LLM Tuning: A Critical Strategy for Enterprises…

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Jason Bell

Mastering Efficiency: The Power of Prompt Caching in Large Language Models

Large Language Models (LLMs) such as GPT (Generative Pre-trained Transformer) have revolutionised the way we interact with technology.

3 min readFeb 28, 2024

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Mastering Efficiency: The Power of Prompt Caching in Large Language Models

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Jason Bell

Go Big With GPT or Fine Tune Your Own?

The advent of large language models (LLMs) such as OpenAI’s GPT series has marked a significant milestone in the field of artificial…

4 min readFeb 27, 2024

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Go Big With GPT or Fine Tune Your Own?

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Jason Bell

LLMs — The Benefits and Risks of Self Hosting.

In the rapidly evolving landscape of artificial intelligence (AI), large language models (LLMs) like GPT (Generative Pre-trained…

3 min readFeb 26, 2024

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LLMs — The Benefits and Risks of Self Hosting.

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Jason Bell

Using CPU for AI Inference: A Cost-Effective Alternative to GPU-Based Cloud Solutions

In the rapidly evolving world of artificial intelligence (AI) and machine learning (ML), the demand for powerful and efficient computing…

4 min readFeb 25, 2024

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Using CPU for AI Inference: A Cost-Effective Alternative to GPU-Based Cloud Solutions

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Jason Bell

When You Walk Away From The Community

Leaving an online community, especially when you work remotely and rely on digital spaces for social interaction, can feel isolating and…

3 min readFeb 24, 2024

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When You Walk Away From The Community

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Jason Bell

Understanding Memory Management in Containers with Podman

Podman, a daemonless container engine for developing, managing, and running OCI Containers on your Linux System, has gained significant…

3 min readFeb 23, 2024

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Understanding Memory Management in Containers with Podman

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Jason Bell

Jason Bell

Book Author

A polymath of ML/AI, expert in container deployments and engineering. Author of two machine learning books for Wiley Inc.

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