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. …

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…

From Customer Data to Actionable Insight — Without solid marketing efforts companies will have a hard time growing and sustaining their business. The marketing department of any organization is crucial for building the company’s brand and engaging customers with relevant content with the intention of increasing sales and revenue. …

Tips for making the transition to post production smoother — Finally! After days, weeks, or even months it looks like you’ve built a successful machine learning model. The model has been deployed to production. It’s out there generating value for your business and your customers. The struggle has ended…Or has it? I hate to burst your bubble, but deployment is…

What talents do you need to build a successful machine learning team? — “Organization doesn’t really accomplish anything. Plans don’t accomplish anything, either. Theories of management don’t much matter. Endeavors succeed or fail because of the people involved. Only by attracting the best people will you accomplish great deeds.” — Colin Powell Machine learning is hard. It’s a multivariate process with a lot…