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Market size analysis is essential in market research as it defines potential sales volume within a specific market. It aids businesses in gauging demand, evaluating market saturation, and pinpointing avenues for growth. # For those interested in mastering market size analysis for any product, this article provides a comprehensive guide.
Developed a predictive model to classify individuals into one of seven weight categories (ranging from insufficient weight to obesity type 3) based on various personal factors using diverse neural network architectures.
Developed a sentiment analysis model to classify tweets as positive, negative, or neutral. Preprocessed the dataset by cleaning the text for analysis. Conducted EDA with visualizations to gain insights into public opinion. Implemented NLP techniques and machine learning models for sentiment classification, revealing perceptions on Twitter.
Anotações e exercícios resolvidos do livro "Projetos de Ciência de Dados com Python: Abordagem de estudo de caso para a criação de projetos de ciência de dados bem-sucedidos usando Python, pandas e sickit-learn.
We're going to classify and predict the "Stage" value, which is either Won or Lost, of a dataset containing auction records, using scikit-learn’s library and algorithms such as decision trees, random forests, naïve Bayes, and KNN.