-
How To: Super Fast Tensorflow 2 Setup with GPU Support in VS Code
I am publishing this article in response to a comment I received on How To: Setup Tensorflow With GPU Support using Docker article. Docker is all good and nice but all of us agree that we use IDEs (integrated dev environment – think VSCode) on our machines. So let’s say you want to get the…
-
Building Your First Neural Network with TensorFlow – Deep Learning 2
Neural networks are a fundamental concept in deep learning and are used for a wide range of applications such as image and speech recognition, natural language processing, and much more. In this article, we will walk you through the process of building your first neural network using TensorFlow, a popular open-source machine learning library. We’ll…
-
How To: Set Up PyTorch with GPU Support on Windows 11 – A Comprehensive Guide
Introduction Hello tech enthusiasts! Pradeep here, your trusted source for all things related to machine learning, deep learning, and Python. As you know, I’ve previously covered setting up TensorFlow on Windows. Today, I’m excited to bring you a detailed guide on setting up another popular deep learning framework, PyTorch, with GPU support on Windows 11.…
-
How To: Setup Tensorflow With GPU Support in Windows 11
It’s been just 2 days since Windows 11 came out and I am already setting up my system for the ultimate machine learning environment. Today we are going to setup a new anaconda environment with tensorflow 2.5 with GPU support using NVIDIA CUDA 11.4 and CUDNN 8.2.4 along with Python 3.8. This is going to…
-
Tools of The Trade – II
In continuation of my previous post today I will talk about the website tanooja.com. I did this project on request of my wife because she wanted to pursue blogging and didn’t want to go through the ordeal needed to write, publish and manage SEO using most of the prominent blogging platforms like WordPress, Joomla, Drupal…
-
Tools of The Trade – I
In this post I will share a few tools and technologies that I am using to run a couple of blazing fast websites using latest modern tools and technologies. The caveat here is that I don’t pay any infrastructure/hosting costs for any of these websites and they can scale infinitely in terms of supported users…
-
Jukebox on Raspberry Pi with DotNet Core – Part 1
Estimated time for lesson: 2-3 Hours Have you ever wondered what all uses can a Raspberry pi be put into? Well let’s explore one such use case. In this series we are going to build a Music Jukebox using a Raspberry Pi, Simple Speakers, DotNet Core and Angular 6. The final product requirements can be…
-
Building Lizzie – IV
Another post about Lizzie. I started off with a Raspberry Pi 3 to build a personal assistant for my car and I have come a long way both in terms of the concept and the functionality. Most importantly I have formalized the application flow and also extended the scope from one device to almost all…
-
Is C# Getting More Functional?
Looking at the set of features introduced in C# 7, I am thinking – Is C# trying to follow the footsteps of Scala (a functional language that compiles into JVM bytecode)? To answer the question let’s look at the features that have been introduced. I got a chance to work with Scala while working at agoda (It was…
-
OBD-II with Raspberry Pi3
I am writing this article in response to a question posted on my YouTube channel. Here I would be talking about communicating to an OBD-II device (ELM327 chip with Bluetooth) hooked into your car’s OBD-II port. The OS I am using is Windows 10 IoT core. This information is important because it makes a difference…
-
Building Lizzie – III
As mentioned in previous article today I would be talking about OBD-II integration in Lizzie using a Bluetooth serial communication with an ELM327 adapter that fits on a OBD-II port in your car. OBD stands for On Board Diagnostics which is connected to the ECU (Engine Control Unit) and provides a ton of information (both…
-
Building Lizzie – I
Recently I have been busy building a personal assistant that I would be fitting in my car. Currently I am in experimentation mode and I am experimenting with speech capabilities. I would start with a description of my journey so far. First let me show off a little bit with these videos that I created…