EliteDataScience

“EliteDataScience” is a comprehensive resource that delves into the intricacies of data science, machine learning, and artificial intelligence. The platform offers in-depth insights into various topics such as data augmentation, Python programming, AI applications, and database management. With a focus on practical applications and real-world scenarios, “EliteDataScience” provides valuable information for both beginners and experienced professionals in the field. By leveraging a combination of expert-authored articles, tutorials, and guides, the platform aims to empower individuals to enhance their skills and stay updated on the latest trends in data science and technology.

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Model Training with Machine Learning

EliteDataScience

Welcome to Part 6 of our Data Science Primer. In this guide, we will take you step-by-step through the model training process. Since we’ve already done the hard part, actually fitting (a.k.a. training...

Algorithm Selection for Machine Learning

EliteDataScience

Welcome to Part 5 of our Data Science Primer. Choosing the right ML algorithm for your task can be overwhelming. There are dozens of options, each with their own advantages and disadvantages. However,...

Feature Engineering for Machine Learning

EliteDataScience

Welcome to Part 4 of our Data Science Primer. In this guide, we’ll see how we can perform feature engineering to help out our algorithms and improve model performance. Remember, out of all the core st...

Data Cleaning for Machine Learning

EliteDataScience

Welcome to Part 3 of our Data Science Primer. In this guide, we’ll teach you how to get your dataset into tip-top shape through data cleaning. Data cleaning is crucial, because garbage in gets you gar...

Exploratory Analysis for Machine Learning

EliteDataScience

Welcome to Part 2 of our Data Science Primer. Exploratory analysis is essential for effective data science because it helps you avoid wild goose chases and dead ends. This step should not be confused ...

The Machine Learning Workflow: Bird’s Eye View

EliteDataScience

Welcome to Part 1 of our Data Science Primer. This bird’s eye view of the machine learning workflow will give you an end-to-end blueprint for data science and applied ML. You’ll learn the “ELI5” intui...

How to Become a Data Scientist (Hadouken!)

EliteDataScience

So you want to become a data scientist… that’s fantastic! But as you may already know (or may soon find out), it’s not quite that simple. In fact, you’ll most likely face some challenges that are uniq...

15 Ways Machine Learning Will Impact Your Everyday Life

EliteDataScience

Artificial intelligence (AI) and machine learning is now considered to be one of the biggest innovations since the microchip. AI used to be a fanciful concept from science fiction, but now it’s becomi...

Python for Data Science (Ultimate Quickstart Guide)

EliteDataScience

This quickstart tutorial will get you set up and coding in Python for data science. If you want to learn one of the most in-demand programming languages in the world… you’re in the right place. By the...

Python Data Wrangling Tutorial: Cryptocurrency Edition

EliteDataScience

Bitcoin and cryptocurrency have been all the rage… but as data scientists, we’re empiricists, right? We don’t want to just take others’ word for it… we want to look at the data firsthand! In this tuto...

Python Cheat Sheet for Data Science

EliteDataScience

Pandas, Numpy, and Scikit-Learn are among the most popular libraries for data science and analysis with Python. Numpy is used for lower level scientific computation. Pandas is built on top of Numpy an...

Open Source vs Commercial Machine Learning Software

EliteDataScience

At the start of any machine learning project, you face an important choice: Which language or software should I use? Well, you have many options to choose from. Python, R, SAS, MATLAB… the list goes o...