We are witnessing a rapid increase in the adoption of large language models (LLM) that power generative AI applications across industries. LLMs are capable of a variety of tasks, such as generating creative content, answering inquiries via chatbots, generating code, and more. Organizations looking to use LLMs to power their applications are increasingly wary about…
Day: November 10, 2023
PyMC-Marketing: The Key to Advanced CLV(Customer Lifetime Value) Forecasting
Customer Lifetime Value Prediction with PyMC-Marketing Explore the Depths of Buy-till-You-Die (BTYD) Modeling and Practical Coding Techniques Photo by Boxed Water Is Better on Unsplash TL; DR: The Customer Lifetime Value (CLV) model is a key technique in customer analytics which help companies identify who valuable customers are. Neglecting CLV can lead to overinvestment in short-term…
Explore advanced techniques for hyperparameter optimization with Amazon SageMaker Automatic Model Tuning
Creating high-performance machine learning (ML) solutions relies on exploring and optimizing training parameters, also known as hyperparameters. Hyperparameters are the knobs and levers that we use to adjust the training process, such as learning rate, batch size, regularization strength, and others, depending on the specific model and task at hand. Exploring hyperparameters involves systematically varying…
Top 7 Essential Cheat Sheets To Ace Your Data Science Interview
The blog covers cheat sheets on SQL, statistics, pandas, data visualization, scikit-learn, Git, and theoretical data science concepts. KDnuggets
How to Convert Any Text Into a Graph of Concepts
Image generated by the author using the project shared in this article. A few months ago, knowledge-based QnA (KBQA) was a novelty. Now KBQA with Retrieval Augmented Generation (RAG) is a piece of cake for any AI enthusiast. It’s fascinating to see how the realm of possibilities in NLP has expanded so rapidly due to LLMs….
Enabling large-scale health studies for the research community
Posted by Chintan Ghate, Software Engineer, and Diana Mincu, Research Engineer, Google Research As consumer technologies like fitness trackers and mobile phones become more widely used for health-related data collection, so does the opportunity to leverage these data pathways to study and advance our understanding of medical conditions. We have previously touched upon how our…
Use machine learning without writing a single line of code with Amazon SageMaker Canvas
In the recent past, using machine learning (ML) to make predictions, especially for data in the form of text and images, required extensive ML knowledge for creating and tuning of deep learning models. Today, ML has become more accessible to any user who wants to use ML models to generate business value. With Amazon SageMaker…
10 Essential Pandas Functions Every Data Scientist Should Know
This article contains ten Pandas functions that are important as well as handy for every data scientist. KDnuggets
Using LLMs to evaluate LLMs
Image generated by OpenAI’s DALL-E 3. You can ask ChatGPT to act in a million different ways: as your nutritionist, language tutor, doctor, etc. It’s no surprise we see a lot of demos and products launching on top of the OpenAI API. But while it’s easy to make LLMs act a certain way, ensuring they perform…
Using ChatGPT to Help Land a Data Science Job
Use the power of LLM to help you achieve your dream career. KDnuggets