How to Effectively Plan Your Quarter as a DevRel Lead — Once upon a time, in the bustling world of tech, there was a Developer Relations (DevRel) Manager named Sam. Well, his actual name was Harpreet, but let’s stick with Sam for the sake of this story, shall we? Sam, our hero, is a charismatic character, always ready to dive headfirst…

Object detection Just Got Better, Faster, and More Accurate — YOLO models are famous for two main reasons: Impressive speed and accuracy. Ability to detect objects in images quickly and dependably. The first version of YOLO was introduced in 2016 and changed how object detection was performed by treating object detection as a single regression problem. It divided images into…

Using only NumPy — What is Linear Regression? Why is it Important? Linear regression is a common data science and machine learning technique for predicting numerical outcomes based on input features. It’s foundational and has many real-world applications, from forecasting sales revenue to predicting housing prices. The basic idea behind linear regression is to fit a line to a set of data…

Follow these simple steps To get Visual Studio Code (VSCode) to recognize your Conda environment, you can follow these steps: Open VSCode and open the folder or workspace that you want to work with. Open the Command Palette by pressing “Ctrl + Shift + P” (Windows or Linux) or “Cmd + Shift + P” (Mac). Type “Python: Select Interpreter” in the Command Palette and select it. …

Five tips from experts in deep learning and computer vision — I asked a dozen deep learning legends at Deci AI to share their favorite neural network training tips… These 5 came up most frequently: Exponential moving average Weight averaging Batch accumulation Precise batchnorm Zero weight decay on batch norm and bias Let me break these down for you…

Learn how this paper tackled two of deep learnings biggest challenges plus code along to see it in action — In December of 2015 a paper was published that rocked the deep learning world. Widely regarded as one of the most influential papers in modern deep learning, it has been cited over 110,000 times. …

A primer on the EfficientNet family, transfer learning, and tricks to train your neural networks — How do you measure how big a convolutional neural network is? You can't weigh it or use a ruler to measure it. And if you can't measure it…then how can you scale it? Until 2020, the process of measuring a convolutional neural network was never well understood. That is until…

The Anatomy of the Dockerfile and How to Build, Tag, and Push Your Docker Image to Docker Hub — In this blog post, you’ll learn how to push a Docker Image to Docker Hub. You’ll learn: What a Docker image and a Docker container are The anatomy of a Dockerfile What it means to build a Docker image What it means to tag a Docker image How to push…

How to Create Databases, Tables, Stages and Load Data from Local Storage into Snowflake Using the SnowSQL CLI Tool — In order to get your data into Snowflake, you’re going to need to figure out how to do a few things. I’m Harpreet, a data scientist and machine learning practitioner who is a bit late to hop on the Snowflake hype train. In this post I’ll show you how to…