WebApr 11, 2024 · ChatGPT has been making waves in the AI world, and for a good reason. This powerful language model developed by OpenAI has the potential to significantly enhance the work of data scientists by assisting in various tasks, such as data cleaning, analysis, and visualization. By using effective prompts, data scientists can harness the … WebApr 12, 2024 · Google Colab is a free, cloud-based Jupyter Notebook environment that allows you to write, run, and share Pytho ... Use popular data manipulation libraries like …
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WebSep 13, 2024 · Data Cleaning a) Check the data type b) Check for the data characters mistakes c) Check for missing values and replace them d) Check for duplicate rows e) Statistics summary f) Outliers and how to remove them 3. Distributions and Relationship a) Categorical variable distribution b) Continuous variable distribution WebFeb 19, 2024 · The null value is replaced with “Developer” in the “Role” column 2. bfill,ffill. bfill — backward fill — It will propagate the first observed non-null value backward. ffill — … tithe gardens story
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WebMay 12, 2024 · We are ready to clean the data. Text Cleaning Techniques Before applying NLP techniques on the data, firstly the data needs to be cleaned and prepared the data for the analysis. If this process is not done properly, it can ruin the analysis part totally. Here are the steps that were applied to the data: WebSep 17, 2024 · Colaboratory, or “Colab” for short, is a product from Google Research. Colab allows anybody to write and execute arbitrary python code through the browser, and is especially well suited to machine learning, data analysis and education. More technically, Colab is a hosted Jupyter notebook service that requires no setup to use, while ... WebJun 3, 2024 · The flow of data from raw data to prepared data to engineered features to machine learning. In practice, data from the same source is often at different stages of readiness. For example, a... tithe for church