In this video, you will learn how to build your first machine learning model in Python using the scikit-learn library. 🔗 Colab https://colab.research.google.com/ 🔗 Code https://github.com/dataprofessor/first-ml 🔗 GitHub https://github.com/dataprofessor 🔗 Blog https://towardsdatascience.com/how-to-build-a-machine-learning-model-439ab8fb3fb1 📖 DiscoverDataScience https://www.discoverdatascience.org 📖 https://www.discoverdatascience.org/articles/journey-through-data-science-with-the-data-professor/ Time stamp 0:00 Introduction 0:15 Getting started with Google Colab 1:30 Load dataset 6:52 Split to X and […]
We build a Generatively Pretrained Transformer (GPT), following the paper “Attention is All You Need” and OpenAI’s GPT-2 / GPT-3. We talk about connections to ChatGPT, which has taken the world by storm. We watch GitHub Copilot, itself a GPT, help us write a GPT (meta :D!) . I recommend people watch the earlier makemore […]
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In recent years, Artificial Intelligence (AI) has become an increasingly integral part of society. From self-driving cars to facial recognition technology, AI is being used in countless ways to make life easier. However, AI also poses a potential risk to society. US President Joe Biden recently highlighted this risk during a speech in which he […]
Learn how to build a face detection model using an Object Detection architecture using Tensorflow and Python! Get the code here: https://github.com/nicknochnack/FaceDetection Links https://github.com/wkentaro/labelme https://albumentations.ai/docs/getting_started/bounding_boxes_augmentation/ https://www.tensorflow.org/api_docs/python/tf/data/Dataset#batch Chapters 0:00 – START 0:38 – Explainer 1:38 – PART 1 – COLLECt IMAGES & ANNOTATE 2:22 – Breakdown Board 8:51 – Setting up and Getting Data 32:47 – […]
by Natu Lauchande At: PyConZA 2019 Machine Learning is a very hyped topic of the moment. While a lot of the talks and presentations cover the data science component, very few cover the nity gritty details of a machine learning pipeline. This talk will focus on the engineering part of Machine Learning by covering different […]
Join us for the opening keynote from OpenAI DevDay — OpenAI’s first developer conference. We’re gathering developers from around the world for an in-person day of programming to learn about the latest AI advancements and explore what lies ahead. New models and developer products announced at DevDay: https://openai.com/blog/new-models-and-developer-products-announced-at-devday Introducing GPTs: https://openai.com/blog/introducing-gpts source
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Trust is increasingly the largest challenge for advancing Artificial Intelligence (AI) across various applications, from road safety to health and education. Building trust in AI technology is becoming a common concern even for the most optimistic AI practitioner. The risks lie in all stages of AI exploration, from the privacy problem in data management to […]
Colab Notebook :- https://colab.research.google.com/drive/1fUkIvbsss-LmX6KsMTmFTWoKCvfrE4ab?usp=sharing Cvat Installation :- https://youtu.be/myJYUQvU6TQ Tfrecord : – https://drive.google.com/file/d/1cLjNOkPt76pdu-UInkGDx8OZUoAOGL34/view?usp=sharing Annotation-coco-format :- https://drive.google.com/file/d/1OPNdIEuDBRjOHWt9TQrgcJiUvma8VN79/view?usp=sharing source