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Gareth Paul Jones
Gareth Paul Jones

980 Followers

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Feb 8

Serving TensorFlow models in production with TensorFlow Serving and Kubernetes

TensorFlow Serving is a library for serving TensorFlow models in a production environment. Kubernetes is an open-source container orchestration platform that makes it easy to deploy and manage containerized applications. …

5 min read

5 min read


Feb 8

Using Time Blocking or Calendar Purging to Supercharge your Day

Time blocking is like having your very own personal assistant, except this assistant lives inside your head and helps you get stuff done! If your calendar looks something like this hopefully this post will help you achieve more. Prioritization Start by prioritizing your goals! This can be a challenging but…

Time Management

6 min read

Using Time Blocking or to Supercharge your Day
Using Time Blocking or to Supercharge your Day
Time Management

6 min read


Feb 6

TensorFlow Serving 101: How to Deploy Your TensorFlow Model

TensorFlow Serving is a library for serving TensorFlow models in a production environment. It is designed to be easy to use and provides a flexible way to deploy machine learning models. …

3 min read

TensorFlow Serving 101: How to Deploy Your TensorFlow Model
TensorFlow Serving 101: How to Deploy Your TensorFlow Model

3 min read


Feb 3

Writing Custom Text-To-Speech with your own voice.

In this tutorial we are going to generate speech from text with our own voice. We’ll be building Tortoise a TTS library that’s built on PyTorch, which is a machine library for Python. Setup Let’s get started installing the library and dependencies. # the scipy version packaged with colab is…

AI

2 min read

Making Your AI sound like you: A guide to creating Custom Text-to-Speech
Making Your AI sound like you: A guide to creating Custom Text-to-Speech
AI

2 min read


Feb 1

Diarising Audio Transcriptions with Python and Whisper: A Step-by-Step Guide

In this tutorial we will transcribe audio to get a file output that will annotate an API with transcriptions based on the SPEAKER here is an example: SPEAKER_06 --> Yep, that's still a lot of work to do here. SPEAKER_02 --> That's correct. SPEAKER_07 --> We are at time, should we schedule…

OpenAI

5 min read

Diarising Audio Transcriptions from MP4s with Python and Whisper: A Step-by-Step Guide
Diarising Audio Transcriptions from MP4s with Python and Whisper: A Step-by-Step Guide
OpenAI

5 min read


Jan 30

Solving Incompatibility Between the Saved TensorFlow Model and the TensorFlow Serving Server

If you have trained a TensorFlow model and are trying to serve it using TensorFlow Serving, you may encounter an error that indicates an incompatibility between the saved model and the TensorFlow Serving server. …

2 min read

2 min read


Jan 23

From training to deployment: A tutorial on serving TensorFlow models with TensorFlow Serving

This tutorial assumes that you have TensorFlow and TensorFlow Serving installed and configured. Step 1: Define the model First, we need to define the model that we will use to predict the next number in the series. In this case, we will use a simple linear model with a single weight and bias: import tensorflow…

TensorFlow

3 min read

TensorFlow

3 min read


Jan 15

Unlock the Power of Feature Flags in React

Are you ready to take control of your app’s development and unleash its full potential? In this tutorial, we’ll show you step-by-step how to set up feature flags in React and start reaping the benefits of this powerful tool. Whether you’re new to feature flags or looking to optimize your…

Feature Flags

9 min read

Unlock the Power of Feature Flags in React
Unlock the Power of Feature Flags in React
Feature Flags

9 min read


Jan 11

Comparing PyTorch and TensorFlow: A Practical Guide

PyTorch and TensorFlow are two of the most popular open-source deep learning libraries, and they are often used for similar tasks. However, there are some key differences between the two libraries that you should be aware of. …

9 min read

9 min read


Jan 11

Overcoming Compatibility Issues in PyTorch

Compatibility issues can be a common problem when working with PyTorch, especially when using code that was written for an older version of the library. …

3 min read

3 min read

Gareth Paul Jones

Gareth Paul Jones

980 Followers

Group Product Manager @Twilio - Part-Time Crossfit Athlete.

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