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Build a machine learning pipeline in PySpark MLlib: load and clean a dataset, fit a random forest regression model, then tune it with cross validation and evaluate it.
Train and export TensorFlow text classification models, serve them with TensorFlow Serving and Docker, and build gRPC and REST clients in Python for inference.
Build a Student Profile template in Google Docs, then complete it for one student to pinpoint needs, plan accommodations, and differentiate instruction.
Set up a Selenium Grid hub and node network and run automated tests in parallel across multiple browsers, operating systems, and machines.
Build a project charter in Microsoft Word that documents objectives, scope, deliverables, schedule, risks, and budget for sponsor approval.
Build an interactive KPI dashboard in Tableau: connect to data, create key performance indicators, sparkline charts, a dashboard map, and dual axis charts.
Build classification models quickly with H2O AutoML in R, then explain and interpret individual black-box model predictions using the LIME package.
Curso práctico para aprender las funcionalidades de inteligencia artificial de Power BI Desktop e integrar módulos avanzados con Python y PyCaret.
Create and launch a live landing page in Mailchimp where visitors can sign up for newsletters and offers, collecting emails to generate leads for your business.
Build a financial data analysis dashboard in Power BI: view, load, and transform data, then connect reports for dynamic visualizations.
En este curso aprenderemos a desarrollar el ciclo completo de la ciencia de datos, desarrollando en profundidad la parte del despliegue del modelo. Para ello utilizaremos tecnologÃas como Python, Flask, Postman, heroku, Scikit-learn o anaconda.
Create a collection of Kahoot learning games and trivia quizzes to use for formative and summative assessment, review, and student engagement in classroom or remote learning.
Create VLANs on Cisco switches: assign switch ports, set up data and voice VLANs, verify settings, delete VLANs, and configure inter-VLAN routing.
Set up GIMP to feel like Photoshop: match the desktop layout and keyboard shortcuts, map equivalent tools, and build a digital poster with common editing techniques.
Build classifiers on imbalanced datasets: apply undersampling, oversampling and SMOTE, pick suitable evaluation metrics, and use ROC curves to tune the probability threshold.
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