Data Science for Everyone: Getting To Know Your Data — Part 1
Author(s): Sumudu Tennakoon Originally published on Towards AI. Data Science, Education The first article of “Data Science for Everyone”: an article series aimed at addressing data literacy in the community. Figure 1: Data and Science: the blend made possible all the science …
Deep Dive Into Error Bar Visualization
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Breaking down the fundamental of the error bar Photo by Sarah Kilian on Unsplash Data visualization is a tool for data people to simplify information in a way that humans would understand. The …
Top Python Packages for Studying Reinforcement Learning
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn the reinforcement learning hands-on with these packages Photo by Tinky Delta on Unsplash Reinforcement Learning is a machine learning study field with concerns about optimal decision-making. By learning from the environment, Reinforcement …
A Beginner’s Guide to Predicting Stock Prices with Machine Learning
Author(s): SPX Originally published on Towards AI. Predicting stock prices is a popular task in the field of finance. It involves forecasting the future value of a company’s stock based on past data and market trends. Many investors use stock price predictions …
Automate PowerPoint Presentation Report with Python
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Automate the report instead of manually adoption Photo by Nghia Nguyen on Unsplash Data people and business people are always working together hand-to-hand. One of the common activities between data people and business …
5 Python Packages for Effortless EDA
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. These packages would help boost your workflow Photo by KOBU Agency on Unsplash Data exploration is the heart of many data activities. Before any analysis, you need to know your data better. Maybe …
What is Parametric and Non-Parametric in Statistic? Learn with Python Example
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. The common word in the data field that people often miss Photo by Ruthson Zimmerman on Unsplash While learning Data Science, I am sure you will encounter many unfamiliar terms. Most of the …
3 Quick Questions from the Hardest Math Test in the World
Author(s): SPX Originally published on Towards AI. Can you solve any of these questions from the William Lowell Putnam Mathematical Competition? Source Question 1. Determine all possible values of the expression A³ + B³ + C³ — 3ABC where A, B, and …
Simple Data Application Building with Taipy: Stock Portfolio Tutorial
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn how to build a full-stack Python-based application with minimum code. Photo by Yiorgos Ntrahas on Unsplash Building applications has never been easier in this current era. With many open-source Python packages available, …
US Department of Education’s DataLab: A Data Scientist’s Guide
Author(s): Adam Ross Nelson Originally published on Towards AI. An Insider’s Guide to Navigating and Sharing Educational Insights As a data scientist, one of the fascinating aspects of our work is that it is, by nature, replicable. This characteristic promotes transparency and …
3 Open-Source Python Packages to Track Data Science Experiments
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Log your important information with these packages. Photo by Kelly Sikkema on Unsplash Experimentation is at the heart of the data science process, as the activity defines the science of data science. It …
Simplifying Prompt Engineering Testing through the Use of This Tool
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Generate and test your prompt with ease. Photo by Sigmund on Unsplash Prompt engineering is a process to craft and optimize input to the AI model. In a Large Language Model, prompt engineering …
Using Python to Automate Word Report
Author(s): Yeung WONG Originally published on Towards AI. Step-by-step tutorial on streamlining the update of Microsoft Word report using Python There are lot of reporting work in my daily routine job, Python has many useful packages to help me automate the work, …
In-depth Explanation of Compiler and Interpreter in Python
Author(s): Amit Chauhan Originally published on Towards AI. Understand the basics of software development tools Image by the Author High-level languages are designed to be more human-readable and programmer-friendly. They provide a higher level of abstraction from the underlying hardware and are …
5 Commonly Used Python Datasets
Author(s): Yeung WONG Originally published on Towards AI. There are some handy datasets ready to be analysed and can be easily obtained from Python scikit-learn package This member-only story is on us. Upgrade to access all of Medium. Scikit-learn (sklearn) provides several …
Popular posts
Updates
Recent Posts
