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“In May 2022 over 70,000 developers told us how they learn and level up, which tools they’re using, and what they want.” Here’s the survey if you want to explore it for yourself. Overview Generally speaking, learning to code online increased from 60% to 70% year over year. There’s a tendency…

Machine Learning models can be very sensitive to change. In A Comprehensive Guide on How to Monitor Your Models in Production, I state how, despite its weights being identical throughout the time, the environment around the model will inevitably change, causing the model to become obsolete. Imagine a Machine Learning…

Recently, DALLE-2 was released, showing off a great improvement from last year’s DALLE. In fact, DALLE-2 shows improvements in generating photorealistic images from text, with 4-times the resolution of its predecessor. As you might see, and that’s what Google Brain’s team attacked with, DALLE-2 lacks of realism, a problem which…

In my two years of experience as a data scientist and machine learning engineer, I often saw the birth, development, success or death of machine learning projects in a company. Teams, even mine, often make expensive mistakes when planning and developing new projects, this can cost both money and time…

My journey in Data Science and Machine Learning began on September 2020. Since then, I learned Python, the most useful data science libraries, machine learning algorithms, deep learning and few MLOps tools. Often times, newcomers and practitioners ask me how should someone get started, how to find a job and…

Facial attributes classification (FAC) has attracted increasing attention in Computer Vision, especially for intelligence and security tasks. The term ‘facial attributes’ can widely range and it can include: Age and gender classification Facial keypoints detection Opened or closed eyes and mouth Overall detected emotion Other features like beard, hat, glasses…

In this tutorial you’ll learn how to leverage a powerful and popular speech-to-text API, AssemblyAI, to perform: Text transcription extraction from audio samples Naturale language processing to identify and filter out profanity, cursing and swearing For example, given “I just hate this fucking job” You can expect this final transcription: …

As a software developer, machine learning engineer or data scientist, you will always end up working with data, which might bring up the necessity to connect to a remote database, let’s say a MySQL server. Unfortunately, the MySQL default settings don’t allow remote connections. …

Blurring out a specific part of a video, or an image is a very common task, with multiple use cases. …