PinnedMember-onlyData Science Exploration Activity TemplateWhat is the Exploration template? — Do you know that 80% of data science activity consists of data exploration? Sometimes we don’t even know how to structure the exploration activity. That is why I am launching the Data Science Exploration Template. It’s an exciting template that I know would help people work. What is Data Science Exploration Template The DS Exploration Template…Data Science2 min readData Science2 min read
PinnedMember-onlyAbout Me: Cornellius Yudha WijayaHello all! I have writing on Medium for some time, but I just realized that I never create a complete About Me page — well, here it is. My name is Cornellius Yudha Wijaya and I am originally came from Indonesia. Currently, I have a full-time job as a Data…Data Science4 min readData Science4 min read
Published inTowards Data Science·PinnedMember-onlyData Frame EDA Packages Comparison: Pandas Profiling, Sweetviz, and PandasGUIWhich pandas data frame EDA packages suit you? — As a data scientist, our work would always involve exploring data or often called Exploratory Data Analysis (EDA). The purposes of exploring data are to know our data better and grasp what we are dealing with. Previously, exploring data using the pandas data frame is a big hassle because we…Data Science11 min readData Science11 min read
Published inDataDrivenInvestor·May 16Member-onlyAccess Google Bard Easily with Python Package Bard-APIInteract with Google Bard using this Python package. — Google Bard is a Large Language Model (LLM) created by Google AI. It is based on the 2021 LaMDA model, also developed by the same group, which can generate text based on human input and interaction with the user. The results may have some inaccuracies as Bard is still experimental…Data Science3 min readData Science3 min read
Published inTowards AI·May 8Member-onlySimple Data Application Building with Taipy: Stock Portfolio TutorialLearn how to build a full-stack Python-based application with minimum code. — Building applications has never been easier in this current era. With many open-source Python packages available, we can build applications from scratch with a minimum number of lines of code. Especially for data people, there are various open-source Python packages to build AI applications, including Taipy. To build a data…Data Science15 min readData Science15 min read
Published inDataDrivenInvestor·Apr 28Member-onlyFraud Machine Learning Modelling Improvement with Synthetic DataFraud cases mitigation with synthetic data — Fraud cases are common in any business industry and cause massive financial loss. Small or Big, every business faces the fraud problem whether they like it or not — as long as there are people with bad intentions. Many efforts have been exerted in machine learning fraud detection research to…Data Science8 min readData Science8 min read
Published inGeek Culture·Mar 29Member-only4 Visual Studio Code Extensions to Supercharge Your Data ProcessingImprove your data activity with these extensions — As data scientists, we might be comfortable using Jupyter Notebook for everyday data analysis. However, sometimes we must use another IDE for the programming activity — for example, Visual Studio Code. VS Code is one of the most used programming IDE that offers many extensions. …Data Science4 min readData Science4 min read
Published inTowards AI·Mar 28Member-onlyBeginner’s Guide for Finding, Installing, and Using Python Packages with PyPIUnderstand the primary usage of Python Packages — Python is one of the most used programming skills, and it’s thanks to its versatility. You can do almost anything with Python, from web development and data analysis to machine learning development — it is all possible with Python. The versatility comes thanks to the contribution of many developers in…Data Science4 min readData Science4 min read
Published inTowards AI·Mar 21Member-onlyWhat is Parametric and Non-Parametric in Statistic? Learn with Python ExampleThe common word in the data field that people often miss — While learning Data Science, I am sure you will encounter many unfamiliar terms. Most of the statistical word that exists in the book or online courses would mention the word with little proper explanation. One of the terms I often hear without elaborate definition is Parametric and Non-Parametric. This word…Data Science5 min readData Science5 min read
Published inThe Startup·Mar 20Member-only3 AI Side Hustles They Said Would be Profitable, But I FailedLearning from failure to improve our side-hustle — AI has been on a boom these recent years and will only become more prominent in years to come. This is an era where text, image, voice, and even video can be generated using AI. With all these new brand AI, many opportunities open up for new side-hustle that previously…Education6 min readEducation6 min read
