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…

Machine learning is needed to understand and apply in our everyday job as data scientists. The knowledge to know is not limited to importing the code from the library, but it is expanded to the model concept, the algorithm choice, metrics, and many more.

To help learn machine learning concepts…

This is the era of automation, and writing could be automated now. With the news of OpenAI using GPT-3 that allowed us to use the amazing text model and many companies provide AI capabilities such as Jarvis or nlpcloud, we could automate every text generation now.

I personally love to…

Jupyter-Notebook is an IDE that many data experts use because of its easiness to use. Furthermore, you could treat Jupyter-Notebook as a coding document because it was structured similarly to a report. However, you might want to show the notebook in other forms, for example, HTML or PDF.

To convert…

Jupyter Notebook is a popular IDE for many data experts for analyzing data and developing machine learning models because of its useability and utility. The Notebook is already a beginner-friendly IDE to use and could be extended even more to improve your data activity productivity with a bit of tweak.

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Data preparation is the initial step that any data professional does. Whether you want to analyze the data or preprocess the data for a machine learning model, you need to prepare the data.

Preparing data means you need to collect, clean, and explore the data. To do all the activities…

Visualization is an important part of data analysis. Without visualization, we would have a hard time summarizing the information from our data. However, there are times we want to have a dynamic visualization to ease our analysis activity.

Luckily, Jupyter Notebook has many visualization extensions we could use to create…

One of the most used data science products in the company is a Chatbot. Chatbot itself is a machine or software that mimics human interactions via text or sentences. In short, we could chat with the software similar to the conversation with humans.

Why try to create a chatbot? Maybe…