Automate Meeting Notes with Python
Let's build a web app that receives the audio recording of a meeting and automatically generates meeting notes using AssemblyAI's Speech-to-Text API.
Videos
Guided tutorials and explainer videos on AI-related topics.
Learn How To Get Started with OpenAI API and GPT-3
Learn how to get started with the OpenAI API and GPT-3 in Python.
What is Gradient Clipping for Neural Networks?
In this video, we will learn about Gradient Clipping, a technique to tackle the exploding gradients problem in Neural Networks.
Hyperparameters of Neural Networks
In this video, we take a high-level look on all main hyperparameters of Neural Networks.
How to Build a Python Project that Summarizes Your Lectures
Learn how to build a Python app that lets you study faster by automatically summarizing lectures!
What is Layer Normalization?
In this video, we learn how Layer Normalization works, how it compares to Batch Normalization, and for what cases it works best.
Reinforcement Learning With (Deep) Q-Learning Explained
In this video, we learn about Reinforcement Learning and (Deep) Q-Learning.
What is Weight Initialization for Neural Networks?
In this video, we learn about Weight Initialization for Deep Feedforward Neural Networks.
Unsupervised Machine Learning For Beginners
In this video tutorial, we learn about Unsupervised Machine Learning.
How to Evaluate Machine Learning Models
In this video, we will learn about the most commonly used evaluation metrics for Machine Learning models.
Supervised Machine Learning For Beginners
In this video, we learn about Supervised Machine Learning, which is arguably the most important type of Machine Learning.
What is BERT and How Does It Work?
BERT is a versatile language model that can be easily fine-tuned to many language tasks. But how does it work?
Recurrent Neural Networks (RNNs) Explained
In this video, we learn what Recurrent Neural Networks (RNNs) are and how they work.
Bias and Variance for Machine Learning
In this video, we will go through the explanations of both bias and variance and how to address the issues created by high bias and high variance.
Best Speech-to-Text Software
In this video, we have a look at the best free Speech-to-Text software and APIs and also at the top open source libraries for Speech Recognition!
Backpropagation For Neural Networks Explained
In this Deep Learning tutorial, we learn about the Backpropagation algorithm for neural networks.
Jupyter Notebooks Tips and Tricks
In this video, we learn how to use Jupyter notebooks, how to perform basic actions, what each indicator means, and some extra tips and tricks.
What is GPT-3 and How Does It Work?
In this video, we will learn why GPT-3 is so unique and how it manages to help bring in a new wave of excitement for AI.
Getting Started With Torchaudio
In this PyTorch tutorial, we learn how to get started with Torchaudio and work with audio data.
Auto Chapters in Action - Build a Web App that Automatically Summarizes Podcasts
In this video, we learn to build a streamlit app to summarize podcast episodes with the AssemblyAI Speech-to-Text API.
Sentiment Analysis in Action - Earnings Calls
In this video, we make a web app that does Sentiment Analysis on earnings calls of companies using the AssemblyAI Speech-to-Text API.
Activation Functions In Neural Networks Explained
In this video, we learn about Activation Functions in Neural Networks.
Transformers for Beginners - An Introduction
What are Transformers and how do they work? How are they different from other Deep Learning models like RNNs, LSTMs? Explore the answers in this video!
Quick Automatic Chapter Detection
In this tutorial, you will learn how to do automatic chapter detection using the AssemblyAI API in an easy-to-follow tutorial.
Add Speech Recognition to Applications in 5 Minutes
In this video, we show you how you can integrate AssemblyAI into an application in just 5 minutes!