Adepo Okaalet AdepoEO
AdepoEO
/ interactive-speech-to-text-transcription-tool.ipynb
Last active
October 30, 2025 17:03
interactive-speech-to-text-transcription-tool.ipynb
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AdepoEO
/ plants-seedling-classification.ipynb
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October 30, 2025 15:52
CNN models for image classification with data augmentation to improve accuracy. Includes comparisons of ordinary CNN, transfer learning, and VGG16 models, plus recommendations for model enhancements. APPLIED SKILLS/TOOLS: CNN, Data Augmentation, Transfer Learning, TensorFlow, Keras, Model Optimization
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AdepoEO
/ foodhub-exploratory-data-analysis.ipynb
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March 18, 2024 22:13
Exploratory Data Analysis with actionable insights for a food aggregator company to investigate demand of different restaurants and cuisines, to help them enhance their customer experience and improve business. APPLIED SKILLS/TOOLS: Python, Numpy, Pandas, Seaborn, Univariate analysis, Bivariate analysis, Exploratory Data Analysis, Business Recom…
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AdepoEO
/ bank-customer-churn-prediction.ipynb
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April 3, 2024 16:34
Neural Network to identify customers that are more likely to churn, and provide recommendations on how to retain such customers. APPLIED SKILLS/TOOLS: EDA, Data Preprocessing, Tensorflow, Keras, Artificial Neural Networks, Regularization
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AdepoEO
/ adepo-okaalet_sl_full_code.ipynb
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October 30, 2025 16:10
Machine learning project that analyzes the data provided and builds a predictive model that helps to identify the customers of a bank who have a higher probability of purchasing a loan. APPLIED SKILLS/TOOLS: EDA, Data Preprocessing, Missing Value Treatment, Decision Trees, Pruning, Business Recommendations.
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