Everybody can make DeepFakes without writing a single line of code.
Do you dance? Do you have a favourite dancer or performer that you want to see yourself copying their moves? Well, now you can!
Imagine having a full-body picture of yourself. Just a still image. Then all you need is a solo video of your favourite dancer performing some moves…
Literate programming is now a reality through nbdev and the new visual debugger for Jupyter.
Notebooks have always been a tool for incremental development of software ideas. Data scientists use Jupyter to journal their work, explore and experiment with novel algorithms, quickly sketch new approaches and immediately observe the outcomes.
However, when the time is ripe, software developers turn to classical IDEs (Integrated Development Environment)…
Turn your Windows machine into a developer workstation with WSL 2.
I used to have an Apple laptop as my daily driver. I could do almost everything there; development, proposal writing, music composition etc. …
Opinion
A new AI winter is coming, and it has nothing to do with AI
There has been a lot of hype around artificial intelligence (AI) and its subfields (machine learning, deep learning, etc.) for quite some time now. …
Record, analyze, and retrieve metadata associated with your ML development projects
When we think of a Machine Learning (ML) project, we think about data acquisition and processing. We think about model development, fitting, evaluation, and deployment.
The process of building and training ML models has always been in the spotlight. There is a lot of talk about different Neural Network architectures…
Move your models between machines, not the Python code.
PyTorch started its humble journey in 2016 and quickly became the go-to tool for Deep Learning researchers. However, PyTorch is much more than a mere prototyping tool today. It has grown into a fully-fledged production-ready framework that is expanding its fanbase in the business sector.
And that is precisely the…
The problem of asking the right questions for science to solve.
foreword: in this story we use Kaggle and Kaggle Notebooks as a proxy to what makes a Data Analyst great. So, you’ve entered a Kaggle competition. First things first, you go through the problem statement, the terms and conditions, the goals and submission evaluation. You fiddle a bit with the…
Extract the film’s inherent vice from its description
In this story, we have a specific goal: given the plot of a movie, how can we discover its soul? How can we locate the most meaningful words, which make us want to invest our time in watching a film? …
Calling functions from any C library within Python. Ready for take-off?
Python is one of the most user-friendly programming languages. It is easy to learn, free to use, and you can extend its functionality however you like.
Moreover, Python is arguably the most-used programming language in the Data Science and Machine Learning world. Excellent numerical libraries, like NumPy and SciPy, and…
Delegate the challenging tasks to another player
Python is a fantastic programming language and the author’s language of choice. In my opinion, Python is the best language to learn as you are slowly breaking your way into the Computer Science and programming world.
However, every programming language has its strengths and weaknesses; this is why we have…
Dimitris Poulopoulos
Machine Learning Engineer. I talk about AI, MLOps, and Python programming. More about me: www.dimpo.me
