Unlocking Data Science: How Gemini Pro and Llama Index Will Transform Your Workflow
Author(s): Neil Patel Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Generated by Copilot β edited by Author In this article, I will demonstrate how prompt engineering can be used to generate and …
Outlier Detection for Data Science: Practical Techniques and Tools Explained
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine youβre looking at a large dataset filled with customer purchases. Suddenly, you notice one purchase thatβs 10 times the average value! …
The Balancing Act of Machine Learning: Bias-Variance Tradeoff
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Once upon a time, in the world of machine learning, data scientists faced a constant challenge: finding the balance between a model …
How To Automate Data Science Tasks Using Python (Part 3)
Author(s): Richard Warepam Originally published on Towards AI. Part 3: It is about βOutlier detectionβ and handling them. This member-only story is on us. Upgrade to access all of Medium. If you are not a member, read the full article here. But …
Exploring OpenAIβs Latest Innovations: o1-preview and o1-mini
Author(s): Naveen Krishnan Originally published on Towards AI. OpenAI has recently introduced two groundbreaking models, o1-preview and o1-mini, designed to push the boundaries of artificial intelligence reasoning capabilities. These models represent a significant leap forward in the field of AI, particularly in …
Putting The Worldβs Largest AI Supercomputer into Perspective
Author(s): Ignacio de Gregorio Originally published on Towards AI. Top highlight This member-only story is on us. Upgrade to access all of Medium. Source: AI-generated by Author using Flux Elon Musk has just announced that xAI has finally connected their Colossus cluster, …
AI and Big Data Expo Europe Countdown: Just 1 Month to Go!
Author(s): Towards AI Editorial Team Originally published on Towards AI. AI and Big Data Expo Europe, the premier event for AI and Big Data enthusiasts, innovators, and industry leaders, is just over one month away. Set to take place at the iconic …
How To Automate Data Science Tasks With Python (Part 2)
Author(s): Richard Warepam Originally published on Towards AI. In Part 2: It is about handling missing values and data transformation This member-only story is on us. Upgrade to access all of Medium. If you are not a member, read the full article …
Handling Mixed Variables in Feature Engineering: A Practical Guide with Code
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. A girl looking at a screen containing mixed variables. Source: Image generated by Dall-E Imagine youβre working on a brand-new data project, …
A Beginnerβs Guide to Converting Numerical Data to Categorical: Binning and Binarization
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine sifting through rows of data in a spreadsheet packed with numbers that look impressive at first glance. But when you try …
Best Data Science Books & Courses To Get A Job
Author(s): Egor Howell Originally published on Towards AI. A comprehensive guide to the books and courses that helped me in my journey. This member-only story is on us. Upgrade to access all of Medium. Image by author. After working 3 years as …
Letβs Build GPT from Scratch for Text Generator
Author(s): Asad iqbal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. We will use KerasNLP to build a scaled-down Generative Pre-Trained (GPT) model in this example. GPT is a Transformer-based model that allows …
Mathematical Transformations in Feature Engineering: Log, Reciprocal, and Power Transforms Explained with Visualization
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine youβre preparing to bake a cake, but some ingredients are piled high, and others barely fill the spoon. Without smoothing out …
Optimizing Machine Learning Models: A Deep Dive into Hyperparameter Tuning Techniques
Author(s): MD TAHSEEN EQUBAL Originally published on Towards AI. Grid Search, Random Search and Bayesian Optimization Introduction to Hyperparameters Hyperparameters are the external parameters of a machine learning model that are not learned from the data. Instead, they are set before the …
Forget Houses, Smart Investors Are Buying Data Centers. Hereβs Why.
Author(s): KayDee Originally published on Towards AI. How data centers became hot real estate investments. This member-only story is on us. Upgrade to access all of Medium. Photo by Shubham Dhage on Unsplash Not a Medium Member? Read this Article for Free …