How To Automate Data Science Tasks Using Python (Part 3)
Author(s): Richard Warepam Originally published on Towards AI. Part 3: It is about “Outlier detection” 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 OpenAI’s 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 World’s 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 you’re working on a brand-new data project, …
A Beginner’s 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 …
Let’s 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 you’re 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. Here’s 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 …
Building a Simple Linear Regression Model on Azure to Predict Car Prices
Author(s): Julius Nyerere Nyambok Originally published on Towards AI. Hello there, gentle reader!I am Nyerere Julius, an aspiring machine learning engineer and cloud solution specialist, deeply intrigued by the vast possibilities that AI and ML offer. In this project, I’ll guide you …
Simplifying Data Preprocessing with ColumnTransformer in Python: A Step-by-Step Guide
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re in a busy kitchen, trying to prepare a gourmet meal. You’ve got various ingredients laid out, each needing a different …
Encoding Categorical Data: A Step-by-Step Guide
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re baking a cake, but instead of sugar, flour, and eggs, you have words like “vanilla,” “chocolate,” and “strawberry” on your …
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