AssemblyAI @AssemblyAI Twitter profile

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AssemblyAI

1 month

Introducing Universal-1, our most powerful speech recognition model to date. Trained on over 12.5 million hours of multilingual audio data, Universal-1 achieves best-in-class speech-to-text accuracy across English, Spanish, French, and German.

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AssemblyAI

@AssemblyAI

1 year

Here's a GPT implementation with NumPy in 60 lines of code:

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AssemblyAI

@AssemblyAI

2 years

The most legendary ML course!

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@AssemblyAI

2 years

When you move on to Deep Learning

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AssemblyAI

@AssemblyAI

2 years

Naive Bayes algorithm from scratch in Python:

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AssemblyAI

@AssemblyAI

2 years

5 Stanford ML & DL Courses you can start watching right now🧵

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AssemblyAI

@AssemblyAI

2 years

Here are 10 common AI terms explained in an easily understandable way. 1. Classification 2. Regression 3. Underfitting 4. Overfitting 5. Cost function 6. Loss function 7. Validation data 8. Neural Network 9. Parameter 10. Hyperparameter AI Thread🧵👇

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AssemblyAI

@AssemblyAI

2 years

Logistic Regression from scratch in Python with gradient descent

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AssemblyAI

@AssemblyAI

2 years

The field of AI is moving incredibly fast. Here’s a curated list of 15 AI newsletters to stay ahead of the field.🧵

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AssemblyAI

@AssemblyAI

2 years

Below are 7 popular Machine Learning algorithms implemented from scratch in Python🧵

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AssemblyAI

@AssemblyAI

2 years

5 FREE courses to learn Machine Learning for absolute beginners: Kaggle Python Kaggle Intro To ML Kaggle Intermediate ML Google ML Problem Framing Google ML Crash Course Links 👇

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AssemblyAI

@AssemblyAI

2 years

Learn how to predict stock prices with Python, the yfinance package, and a cool forecasting algorithm. Let's look at the code step by step👇🧵

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AssemblyAI

@AssemblyAI

1 year

Accurate...

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AssemblyAI

@AssemblyAI

2 years

How to make your Python code 86 times faster💨: By using Jax! This simple example speeds up a function from 331 ms to 3.81 ms! Have you used it before?

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AssemblyAI

@AssemblyAI

1 year

Free Data Scientist / Machine Learning Engineer learning path: 🔗

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AssemblyAI

@AssemblyAI

2 years

10 Machine Learning YouTube channels you should follow: 1. Data Professor @thedataprof 2. Mısra Turp @misraturp 3. Sentdex 4. AssemblyAI 5. Two Minute Papers 6. Tech with Tim 7. Machine Learning with Phil 8. Lex Fridman 9. Python Engineer @python_engineer 10. Smitha Kolan

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AssemblyAI

@AssemblyAI

1 year

Here are 6 famous Deep Learning models explained: - DALL-E 2 - Diffusion models - GPT-3 - Imagen - Whisper - ChatGPT 👇🧵

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AssemblyAI

@AssemblyAI

2 years

FREE Machine Learning From Scratch course!🐍🤖 Learn how to implement 10 popular ML algorithms with Python and NumPy.

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AssemblyAI

@AssemblyAI

1 year

AI for Beginners is a great free course to get you started with Machine Learning:

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AssemblyAI

@AssemblyAI

1 year

Introducing Conformer-1: our latest state-of-the-art speech recognition model. Built on top of the Conformer architecture and trained on 650K hours of audio data, it achieves near-human-level performance, making up to 43% fewer errors on noisy data than other ASR models. 1/9

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AssemblyAI

@AssemblyAI

2 years

Linear and Logistic Regression from scratch in Python. Both algorithms can be implemented using an Object Oriented Programming approach with only minimal code difference between the two classes:

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AssemblyAI

@AssemblyAI

1 year

How to make your ML code 86 times faster💨: By using JAX! This simple example speeds up a function from 331 ms to 3.81 ms! Learn about JAX here. 1/8🧵

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AssemblyAI

@AssemblyAI

1 year

A minimal ML study guide

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AssemblyAI

@AssemblyAI

2 years

Here are 10 video tutorials for 10 popular Machine Learning algorithms implemented from scratch in Python👇

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AssemblyAI

@AssemblyAI

2 years

Secret tip to train large NLP models:

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AssemblyAI

@AssemblyAI

2 years

Linear Discriminant Analysis (LDA) implemented from scratch in Python

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AssemblyAI

@AssemblyAI

1 year

Are you tired of googling how to work with pandas DataFrames? Meet the Open Source package "sketch". It's an AI code-writing assistant that understands data content. It helps you to analyze your data and to write code: Let's see how to use it: 1/4

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AssemblyAI

@AssemblyAI

2 years

Learn how to code KNN from scratch in Python! 📽️

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AssemblyAI

@AssemblyAI

2 years

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AssemblyAI

@AssemblyAI

2 years

PCA from scratch in Python. An unsupervised learning technique that works by projecting the data onto the first few principal components (= eigenvectors)

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AssemblyAI

@AssemblyAI

2 years

Python Tip: Automatically find dates inside text with the datefinder package:

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AssemblyAI

@AssemblyAI

1 year

Python NumPy Tip: If you need to count the number of occurrences of each value in an array, you can use numpy.bincount instead of collections.Counter. bincount is much faster:

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AssemblyAI

@AssemblyAI

2 years

Do you know VS Code supports Jupyter Notebooks? You just need a Python environment containing the Jupyter package and can then create a file with .ipynb ending. Do you use this setup for your ML projects?

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AssemblyAI

@AssemblyAI

2 years

🎉ANNOUNCEMENT🎉 On Monday, we'll release a new free course: Machine Learning From Scratch in Python Learn how to implement: KNN Linear Regression Logistic Regression Decision Trees Random Forest Naive Bayes PCA Perceptron SVM KMeans Set a reminder:

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AssemblyAI

@AssemblyAI

2 years

That's why Python is amazing! Is there any other language that lets you create and train a Neural Network in 5 lines of code?

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AssemblyAI

@AssemblyAI

1 year

Here's a Google Colab with a free PyTorch Crash Course:

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AssemblyAI

@AssemblyAI

1 year

New Open-Source GPT-4 alternative available: - Blog post: - GitHub: - Demo:

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AssemblyAI

@AssemblyAI

2 years

6 amazing Python libraries that help with text processing 🧵:

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AssemblyAI

@AssemblyAI

1 year

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models - Website: - Code: - Paper:

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AssemblyAI

@AssemblyAI

2 years

How to get started with Machine Learning in 4 easy steps. A thread🧵

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AssemblyAI

@AssemblyAI

1 year

ML YouTube Courses: Full list:

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AssemblyAI

@AssemblyAI

2 years

Perceptron from scratch in Python A Perceptron is a single layer neural network with the unit step function as activation function, and a beautiful intuitive update rule that either increases or decreases the weights depending on the prediction

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AssemblyAI

@AssemblyAI

1 year

How to create an AI app with a free GPU using Flask ngrok, and Google Colab. In this example, we build our own Stable Diffusion app. Let's look at it step-by-step (The link to the code is at the end). 1/8🧵

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AssemblyAI

@AssemblyAI

1 year

How GPT-4 is currently being trained.

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AssemblyAI

@AssemblyAI

1 year

Looking for a free MLOps course? Check out

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AssemblyAI

@AssemblyAI

1 year

The tiniest implementations of Linear Regression, Logistic Regression, KNN, PCA & KMeans:

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AssemblyAI

@AssemblyAI

1 year

3 awesome FREE courses with hands-on exercises: 1⃣Python 2⃣Intro to Machine Learning 3⃣Intermediate Machine Learning 7 lessons each. 🔗

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AssemblyAI

@AssemblyAI

1 year

Awesome repo: MLAlgorithms Minimal and clean examples of machine learning algorithms implementations

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AssemblyAI

@AssemblyAI

1 year

Machine Learning from scratch. How it started (KNN) vs. How it's going (GPT)

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AssemblyAI

@AssemblyAI

1 year

"Understanding Large Language Models", the latest article from @rasbt is a must-read!

Understanding Large Language Models

A Cross-Section of the Most Relevant Literature To Get Up to Speed

magazine.sebastianraschka.com

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AssemblyAI

@AssemblyAI

2 years

Machine Learning or Deep Learning?🤔

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AssemblyAI

@AssemblyAI

2 years

12 ML and DL Libraries we love: 🤓NumPy 🤓Pandas 📊matplotlib 📊seaborn 🤖scikit-learn 🤖XGBoost 🧠PyTorch 🧠TensorFlow 🧠JAX 💬NLTK 👀OpenCV 🤗Transformers What about you?

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AssemblyAI

@AssemblyAI

1 year

5 Famous AI models explained: - DALL-E 2 - Diffusion models - GPT-3 - Imagen - ChatGPT Which ones should we add this year?

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AssemblyAI

@AssemblyAI

1 year

6 Stanford Machine Learning, Deep Learning, and NLP courses you can watch for free to start your AI journey🧵

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AssemblyAI

@AssemblyAI

2 years

Python ML Tip: The upcoming Scikit-learn 1.2.0 contains a new major feature: Pipelines can finally return Pandas DataFrames🤩

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AssemblyAI

@AssemblyAI

1 year

How to record your microphone with pyaudio. This snippet could be used for real-time speech recognition:

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AssemblyAI

@AssemblyAI

2 years

How to implement a simple LSTM model for classification in PyTorch:

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AssemblyAI

@AssemblyAI

1 year

Do you want to get started with Machine Learning in 2023? Here's a 5 Step Study Guide for you with free resources🧵🚀

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AssemblyAI

@AssemblyAI

1 year

We are launching a new mini-course on YouTube this week! Python for AI development Stay tuned!

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AssemblyAI

@AssemblyAI

2 years

A few days ago we shared Logistic Regression. Today we show you how to implement Linear Regression from scratch in Python with gradient descent. Can you spot the difference?

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AssemblyAI

@AssemblyAI

1 year

5 amazing free courses to get started with AI and LLMs: 1. LLM University by @CohereAI : 2. LLM Bootcamp by @full_stack_dl : 3. Practical Deep Learning for Coders by @FastDotAI : 4. Deep Learning fundamentals…

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AssemblyAI

@AssemblyAI

2 years

Our "Deep Learning Explained" YouTube playlist was trending on Reddit 🥳 Really glad that people find these videos helpful!

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AssemblyAI

@AssemblyAI

2 years

Forecasting algorithms be like

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AssemblyAI

@AssemblyAI

11 months

5 resources to understand transformers:🧵

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AssemblyAI

@AssemblyAI

1 year

Everyone is talking about ChatGPT. Here are 6 other AI Playgrounds you can use to access powerful large language models for free. 🧵👇

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AssemblyAI

@AssemblyAI

1 year

This is exciting! JARVIS, a system to connect LLMs with ML community, based on the new HuggingGPT paper.

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AssemblyAI

@AssemblyAI

1 year

Wanna learn how to implement those 10 ML Algorithms from scratch? Watch our Machine Learning From Scratch course on YouTube:

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AssemblyAI

@AssemblyAI

1 year

As part of our end-of-the-year countdown collaboration with many amazing creators, we asked them to recommend must-read books for 2023. Here is what they recommended: 1/4🧵

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AssemblyAI

@AssemblyAI

1 year

Here's a Colab that implements the same neural net with both TensorFlow and PyTorch. A great way to quickly see how both frameworks work:

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AssemblyAI

@AssemblyAI

1 year

MIT Introduction to Deep Learning: 📺Slides & videos: 📔Lab Materials: Happy Learning!

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AssemblyAI

@AssemblyAI

2 years

Found an awesome free Scikit-learn course: It contains written guides, videos, and exercises! Outline: ML Concepts Predictive Modeling Pipeline Model Selection Hyperparameter Tuning Linear Models Decision Trees Model Ensembles Evaluating Performance

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AssemblyAI

@AssemblyAI

2 years

Python Tip: You can add a beautiful and smart progress bar in only one line of code. Just wrap any iterable with `tqdm(iterable)`

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AssemblyAI

@AssemblyAI

1 year

Here are 3 of our favorite courses we created this year on our YouTube channel: 🟡Python Speech Recognition 🔵Machine Learning From Scratch 🟣Deep Learning Explained Learn these topics for free with the links below🤗

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AssemblyAI

@AssemblyAI

1 year

A new paper that might be a game changer for AI image generation was released. ControlNet - Adding Conditional Control to Text-to-Image Diffusion Models We can now use additional input like sketches, outlines, or human poses to control diffusion models:

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AssemblyAI

@AssemblyAI

2 years

That's how you can capture your microphone input in Python with PyAudio:

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AssemblyAI

@AssemblyAI

2 years

💡Tip: Whenever you find a Jupyter notebook on GitHub and want to try it immediately in a Google Colab, just change the URL from github. com/... to githubtocolab. com/...

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AssemblyAI

@AssemblyAI

1 year

Wanna learn about @LangChainAI ? Next to the very good official documentation, here are 3 resources to get you started: - 3 minute Explainer video: - 15 minute Crash Course: - Google Colab Guide:

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AssemblyAI

@AssemblyAI

2 years

Does any of those roles sound interesting to you? Data Scientist Developer Educator Front End Developer API Support Engineer Senior DevOps Engineer Senior Backend Engineer, Python Research Engineer, NLP Modeling Deep Learning Researcher, Speech Check out our careers page!👇

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AssemblyAI

@AssemblyAI

1 year

If you want to build voice-based LLM applications, you need many things: - Record microphone - Real-time speech recognition - An LLM agent - A voice synthesizer Luckily, there is an open-source library from @vocodehq that makes all of this super simple. Let's learn more👇 1/5

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AssemblyAI

@AssemblyAI

2 years

When you know nothing about AI and get introduced to Machine Learning by Andrew Ng

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AssemblyAI

@AssemblyAI

1 year

Here's a Google Colab with a free JAX Crash Course:

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@AssemblyAI

1 year

PyTorch 2.0 was announced! Main new feature: torch.compile A compiled mode that accelerates your model without needing to change your model code. It can speed up training by 38-76%, and 2.0 is fully backward-compatible🤗

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AssemblyAI

@AssemblyAI

2 years

🎉The first lesson of our Machine Learning From Scratch in Python course is out!!!🎉 Learn how to implement KNN using only built-in Python functions and Numpy! In the next 9 days we'll release 9 more lessons with other popular algorithms, stay tuned!

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AssemblyAI

@AssemblyAI

2 years

Feeling overwhelmed by all the Machine Learning courses? We created a minimal ML study guide with just 4 steps and only 2-3 necessary resources for each step: 1. Learn Python 2. Learn The ML Tech Stack 3. Machine Learning Courses 4. Practise!

GitHub - AssemblyAI-Examples/ML-Study-Guide: Minimal Machine Learning Study Plan

Minimal Machine Learning Study Plan. Contribute to AssemblyAI-Examples/ML-Study-Guide development by creating an account on GitHub.

github.com

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AssemblyAI

@AssemblyAI

2 years

6 Machine Learning blogs you can follow for great ML & DL content: 🔗 🔗 🔗 🔗 🔗 🔗 Which one would you add?

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AssemblyAI

@AssemblyAI

1 year

One of the best lecture series to learn about transformers:

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AssemblyAI

@AssemblyAI

11 months

Facebookresearch released audiocraft! A PyTorch library for deep learning research on audio generation. It contains the code for MusicGen, a state-of-the-art controllable music generation LM for text-to-music. Pretty cool!

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AssemblyAI

@AssemblyAI

2 years

NumPy's masked array lets you do pretty cool stuff:

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AssemblyAI

@AssemblyAI

1 year

Credits and code: - -

GitHub - jaymody/picoGPT: An unnecessarily tiny implementation of GPT-2 in NumPy.

An unnecessarily tiny implementation of GPT-2 in NumPy. - jaymody/picoGPT

github.com

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AssemblyAI

@AssemblyAI

2 years

This repository gives you free cheatsheets for Stanford's CS 229 Machine Learning and all relevant fields: - Supervised Learning - Unsupervised Learning - Deep Learning - Tips and Tricks - Probabilities and Statistics - Algebra and Calculus Enjoy!

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AssemblyAI

@AssemblyAI

10 months

Introducing Conformer-2, our latest AI model for automatic speech recognition trained on 1.1M hours of audio data that achieves state-of-the-art results for speech to text conversion. 1/6

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AssemblyAI

@AssemblyAI

1 year

h2oGPT is out. A new 20 billion parameter instruction-following large language model licensed for commercial use. - Demo: - Model: - GitHub:

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AssemblyAI

@AssemblyAI

1 year

A very simple example of an ML app with @FastAPI . - Loads a stored model - Has a `predict` endpoint that runs the model - Specifies input and output fields & types for the endpoint

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AssemblyAI

@AssemblyAI

2 years

Python Tip⚡️ A really cool library to work with unevenly-spaced time series data is 'traces': Let's look at this data from a light switch. We add the five measurements at 6:00am, 7:45am, etc. Then we can get information about unknown time points, and also the distribution:

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AssemblyAI

@AssemblyAI

2 years

Our Deep Learning engineers when they're trying to sleep

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AssemblyAI

@AssemblyAI

2 years

What's your favorite Python library for building ML apps and/or dashboards: Gradio, Streamlit, or Dash?🤔

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AssemblyAI

@AssemblyAI

2 years

what's your favorite ML algorithm?

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AssemblyAI

@AssemblyAI

1 year

Reinforcement Learning is taking over the AI world. Here are 4 RL courses from Stanford, UC Berkeley, DeepMind, and Hugging Face you can take for free to keep up with the trend:

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AssemblyAI

@AssemblyAI

3 years

Win a Raspberry Pi 400! To enter: 1. Like this tweet 2. Follow @AssemblyAI on Twitter US residents only. Ends September 29. Winner will be contacted via DM. #raspberrypi #raspberrypi400

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AssemblyAI

@AssemblyAI

2 years

TextBlob is an amazing Python library for processing textual data and common NLP tasks. Let's learn about it in 6 tweets👇🧵

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