Whether you’re preparing for an interview or looking to brush up on your data science knowledge, understanding the fundamentals of A/B testing and seeing them how they work in real world is crucial. …

Introduction Training large language models and fine-tuning them can pose significant challenges. Two main problems emerge: the need for more compute power and the increasing file sizes of models. As models grow larger, these issues become more pronounced. …

Are you ready for the next GPTX revolution? After the recent release of Google PaLM-E, the world is now abuzz with the possibility of GPT4 Multimodal becoming available to the masses. If this is true, the impact will be massive. …

After downloading starter packs & performing one-time setup for one of the Docker hosted web app providers, You can quickly deploy your Computer Vision model created in fast.ai or keras libraries as a responsive web app, all in less than 10–15 minutes. UPDATES on August 23rd, 2020: The world has…

Fast.AI Course Practical Deep Learning for Coders -version 3 was kicked off this Monday night by Jeremy and Rachel. I was fortunate enough to join this live streaming event on Youtube with 1000 of other students across the globe. In the first lesson, Jeremy used Oxford-IIIT Pet Dataset by O…

In this notebook, we will build a simple multilayer perceptron, basic building block for Neural Networks, with TensorFlow. We are using MNIST example dataset provided by default with TensorFlow package. Here are the hyper parameters we choose to run initial model: learning_rate = 0.001 training_epochs = 10 batch_size = 256 …

Here is a simple logistic regression model built with TensorFlow. We are using MNIST Image example data set which is provided by default with Tensorflow package. Here are the hyperparameters we choose to run initial model: learning_rate = 0.01 training_epochs = 20 batch_size = 128 We achieved impressive 90.8% accuracy…

In this article, we will be learning “How to do interactive programming in Browsers via Jupyter Notebook” and will be covering: What are Jupyter Notebooks? Why Jupyter Notebook? Installing & Launching Jupyter Notebook Quick Introduction to Notebook Interface Code & Markdown Cells CheatSheet of Notebook Keyboard Shortcuts Perform Special Operations…

In this Article we will be installing Anaconda, managing python packages, creating individual conda environments and sharing them via conda YAML file. We will be covering most of these topics in following order: What is Anaconda & Why Should I bother about it? Installing Anaconda Creating Environments via Conda Managing…