Data Nights 2024

Labs includes the following topics:

• Introduction
  • Introduction to JupyterNotebooks
  • Introduction to Pandas
  • Introduction to Seaborn
  • Introduction to Numpy
• EDA
  • Descriptive Statistics
  • Data Visualization
  • Correlation
  • Missing Values
• Data Cleaning
  • Removing Punctuation
  • Removing Stopwords
  • Tokenization
  • Stemming
  • Lemmatization
• Part of Speech Tagging
• Vectorizing Raw Data
  • Count Vectorization
  • TF-IDF Vectorization
  • N-Grams
• Neural Networks
  • Introduction to Neural Networks

Tasks includes the following:

• Pandas tasks
• Seaborn tasks
• EDA tasks
• Data Cleaning tasks
• Vectorizing Raw Data tasks

Projects includes the following:

• Amazon Product Reviews
• Twitter Sentiment Analysis
• Fake News Detection