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Learn techniques to handle imbalanced datasets, including resampling methods, appropriate evaluation metrics, and ROC curve analysis to improve model performance in predicting minority class samples.
Learn to use Yellowbrick for feature analysis in machine learning workflows with Coursera's hands-on project platform, Rhyme. Predict room occupancy using sensor data.
Learn to use Amazon Translate's batch translation feature on Coursera Project Network. Translate documents while maintaining their format, using AI and neural networks. AWS account required.
Create a MongoDB database and collection for blog posts, learn NoSQL basics, use MongoDB shell and Compass GUI for management, and optimize with indexes.
Learn to build an Android app with a Relative Layout in Android Studio using Java on Coursera. Create interactive input boxes, date/time pickers, and remember user choices.
Learn to build a Sudoku solver using Python and AI in this 1-hour project-based course by Coursera Project Network. Gain knowledge on Constraint Satisfaction Problems and the Backtracking algorithm.
Explore FIFA20 player data using Python. Learn data cleaning, feature engineering, and visualization techniques to uncover patterns and insights in the dataset.
Aprende a usar AWS KMS para operaciones criptográficas, creando claves simétricas y asimétricas. Ideal para principiantes en seguridad de datos, ofrece experiencia práctica en cifrado y descifrado de datos sensibles.
تعلم خطوات تطوير منتجات جديدة للشركات الصغيرة والمتوسطة، من توليد الأفكار وتقييمها إلى تحليل السوق وتسعير المنتج وإعداد خطة الإنتاج والإطلاق.
Learn to predict Bitcoin prices using Facebook Prophet, create visualizations, and evaluate model performance against actual data in Google Sheets.
Develop R program to manipulate DNA/RNA sequences, including reverse, complement, and reverse-complement operations. Apply skills to analyze coronavirus genome data.
Learn to extract and analyze data using essential SQL clauses like SELECT, GROUP BY, and WHERE. Gain hands-on experience querying a SQL server database through practical activities.
Explore stock prices using Spark SQL, RDDs, and DataFrames. Learn distributed programming basics, interactive data analysis, and statistical techniques for financial datasets.
Learn to use SimScale for cloud-based Finite Element Analysis, covering setup, validation, and post-processing of engineering simulations in a hands-on, browser-based environment.
Train an LSTM network for English-French translation, gaining practical skills in neural machine translation and natural language processing.
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