R Tutorial Photo by Milad Fakurian on Unsplash Are you curious about delving into the world of R programming? While Python remains the dominant choice amongst the data science community, with approximately 60% of developers using it in 2022¹, there are in- 30113Murphy2025-03-23
Visualisation is one of the critical tasks we use to understand well log data and the subsurface. This includes viewing data on well log plots, scatter plots and histograms. By doing this, we can gain a solid understanding of our data. However, working wi- 21139Murphy2025-03-23
Operations tempo is the speed and efficiency at which an organization completes its operations or tasks. In MLOps, this can include tasks like model development, retraining deployment, maintenance, etc. A well-managed ops tempo helps deliver projects on t- 29875Murphy2025-03-23
Word frequency analysis, visualization and sentiment scores using the NLTK toolkit Last Sunday morning, as I was switching TV channels trying to find something to watch while having breakfast, I stumbled upon a replay of the Senate Hearing on Oversight of- 28275Murphy2025-03-23
Welcome to the 5th blog of this series, where we continue our exciting journey of exploring design patterns of physics-informed neural networks (PINN)- 22257Murphy2025-03-23
Our weekly selection of must-read Editors' Picks and original features- 29256Murphy2025-03-23
Applications of AI to problems that matter Discovering new antibiotics to combat drug-resistant bacteria is a major urge as bacteria become resistant to existing ones, but it is an extremely challenging and costly endeavour. Any new way to come up with ne- 20429Murphy2025-03-23
Monthly Edition What is it that makes a data science project stand out? At a time when job applicants are expected to have shiny portfolio sites and when data teams need to demonstrate their business value on an ongoing basis, the question has rarely been- 25001Murphy2025-03-23
Advanced mocking techniques introduced via an example- 20812Murphy2025-03-23
Learn how to run inference with 7-billion and 40-billion Falcon on a 4th Gen Xeon CPU with Hugging Face Pipelines- 20499Murphy2025-03-23
At the time of this writing (May 2023), global CO2 emissions concentration in the atmosphere 425 ppm. This concentration level is the highest in 14 million years and is projected to rise in the coming years (The World Counts, 2023). It is no secret that a- 23006Murphy2025-03-23
PYTHON PROGRAMMING Sometimes, Python type hinting can make things easier. True, not always – but at least in my opinion, quite often it does – given that it’s done wisely. Some disagree, but I am not going to dispute with them: in my eye- 27619Murphy2025-03-23
Some advice to use ChatGPT to learn to program while actually learning it- 21465Murphy2025-03-23
Explained with an example use case.- 20729Murphy2025-03-23
There is a saying that I've heard from the ML engineers that I've worked with that "most of machine learning operations (MLOps) is just...- 29131Murphy2025-03-23
It was only six months ago when OpenAI released ChatGPT, the mind-blowing player in the large language model (LLM) ecosystem. ChatGPT definitely changed people’s minds on using LLMs. Approximately two months after it was released, ChatGPT became the- 22969Murphy2025-03-23
An overview of one of the most famous probability distributions- 25496Murphy2025-03-23
Hyperopt is an open-source hyperparameter optimization tool that I personally use to improve my machine learning projects and have found it to be quite easy to implement. Hyperparameter optimization, is the process of identifying the best combination of h- 22056Murphy2025-03-23
Use language models like ChatGPT to perform text classification, sentiment analysis, text summarization, and other text analysis tasks- 23792Murphy2025-03-23
Recently, I’ve pondered how I can provide equal value to both technical and business-oriented professionals in my writings. Fortunately, my role as a data science consultant naturally offers a wealth of interesting topics. Beyond coding, we consiste- 25191Murphy2025-03-23
Why is ChatGPT only trained up until 2021?
Learn how to rearrange your code to achieve significant speed improvements.
