Top Tweets for #111daysoflearning
π Day 30 of #111DaysOfLearningForChange!
Today I learned how `FunctionTransformer` and `ColumnTransformer` can improve skewed Titanic features with log transforms.
@CodeForChangeNp
#CodeForChange #DataScience #111DaysOfLearning
π Day 29 of #111DaysOfLearningForChange!
Today I learned how pipelines simplify Titanic preprocessing using ColumnTransformer, Pipeline, and Decision Tree classification.
@CodeForChangeNp #CodeForChange #DataScience #111DaysOfLearning
π Day 26 of #111DaysOfLearningForChange!
Today: Ordinal & Label Encoding on customer data. Practiced mapping ordered categories and target labels using Scikit-Learn. π
@CodeForChangeNp #CodeForChange #DataScience #111DaysOfLearning
π Day 22 of #111DaysOfLearningForChange! π
Today I learned how to generate an automated EDA report with ydata-profiling, then compared variables using scatter plots, bar plots, box plots, distplots, and heatmaps.
@CodeForChangeNp #CodeForChange #DataScience #111DaysOfLearning
π Day 19 of #111DaysOfLearningForChange! πΈοΈ
Today I mastered Web Scraping with BeautifulSoup & Pandas.
Solved environment issues, bypassed 403 blocks, and turned raw HTML from Books to Scrape into a clean dataset!
@CodeForChangeNp #CodeForChange #DataScience #111DaysOfLearning
Day 14 of #111DaysOfLearning with @CodeforChange2 Today I focused on Pandas JSON! Converting JSON data into Pandas DataFrames using read_json()π
#111DaysOfLearningForChange #CodeForChange
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Day 13 of #111DaysOfLearning with @CodeforChange2
I combine NumPy and Pandas in the shortest, most efficient way possible. Hereβs a simple example that shows how both work together for fast data analysis. #CodeForChange #111DaysOfLearningForChange
#Day13LearningForChange
Day 9 of #111DaysOfLearning with @CodeforChange2
Today I explored how to read and write tabular data in Python using pandas! π
Learned about handy functions like read_csv(), and how pandas supports multiple file formats.
#CodeForChange
#Day9LearningForChange
Day 6 of #111DaysOfLearning π§
Today I learned about:
β
Semantic tags in HTML
β
colspan, rowspan in tables
β
Forms: action, input types, label, radio, checkbox, select, textarea
β
Concepts of class & id.
Learning the basics is fun.π₯
#WebDev #HTML #Frontend #CodeForChange
Day 6 of #111DaysOfLearning with @CodeforChange2 Blended the basic concept of NumPy & pandas to analyze sales data!
Learned how to convert arrays to DataFrames, calculate totals with NumPy, and find averages with Pandas. #CodeForChange
#Day6LearningForChange
π Day 4 of #111DaysOfLearning with @CodeforChange2
Revisiting Python basics with a simple restaurant menu project π½οΈ
Practicing dictionaries, conditionals & user input to build an order system! #CodeForChange #Day4LearningForChange
Day 3 of #111DaysOfLearning π Diving into #Pandas DataFrames today! Created my first DataFrame, displayed rows, and accessed data by index. Excited for more! @CodeforChange2 #CodeForChange
#Day3LearningForChange
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