Large Audio to Text? Here’s My Speech Recognition Solution in Python

Project Idea A good friend and his wife recently founded an AI startup in the lifestyle niche that uses machine learning to discover specific real-world patterns from videos. For their business system, they need a pipeline that takes a video file, converts it to audio, and transcribes the audio to standard text that is then … Read more

16 Best Ideas on How Early Adopters Use ChatGPT to Get More Done in 2023

I asked the Finxter community of >150,000 coders how they used ChatGPT to create value in their own lives. I compiled all replies in this epic list of ideas. Of course, I used ChatGPT to help me summarize the main ideas I received from Finxters worldwide. ♥️ If you haven’t already, join 150,000 Finxters in … Read more

11 Technologies You Can’t Afford to Ignore in 2023

Technology helps us to improve our daily lives in a variety of ways, from making our work more efficient to helping us stay connected with others. It also plays a critical role in driving innovation and progress in many fields, such as medicine and science. I also provide subjective estimates on the growth rate (CAGR … Read more

(Fixed) ModuleNotFoundError: No Module Named ‘Keras’

Quick Fix: Python raises the ImportError: No module named ‘keras’ when it cannot find the TensorFlow library that also contains the keras module. To fix it, install TensorFlow using PIP and import Keras using from tensorflow import keras, and not import keras. Here’s how to install TensorFlow if you haven’t already: Here’s how you correctly … Read more

Using PyTorch to Build a Working Neural Network

In this article, we will use PyTorch to build a working neural network. Specifically, this network will be trained to recognize handwritten numerical digits using the famous MNIST dataset. The code in this article borrows heavily from the PyTorch tutorial “Learn the Basics”. We do this for several reasons. Knowledge Background This article assumes the … Read more

(Fixed) ModuleNotFoundError: No Module Named ‘face_recognition’ in Python

Quick Fix: Python raises the ImportError: No module named ‘face_recognition’ when it cannot find the library face-recognition. It occurs if you haven’t installed face-recognition explicitly with pip install face-recognition, or you have different Python versions on your computer, and face-recognition is not installed for the particular version you’re using. You also need to pip install … Read more

Python Time Series Forecast on Bitcoin Data (Part II)

A Time Series is essentially a tabular data with the special feature of having a time index. The common forecast taks is ‘knowing the past (and sometimes the present), predict the future’. This task, taken as a principle, reveals itself in several ways: in how to interpret your problem, in feature engineering and in which … Read more

Python Time Series Forecast – A Guided Example on Bitcoin Price Data

A Time Series is essentially a tabular data with the special feature of having a time index. The common forecast task is ‘knowing the past (and sometimes the present), predict the future’. This task, taken as a principle, reveals itself in several ways: in how to interpret your problem, in feature engineering, and in which … Read more