Cursuri de date, AI și cloud

• AvansatNivel de competențe
• 4.8+
• 86 de recenzii

Connect Java to PostgreSQL with JDBC. Write secure queries, manage transactions, and handle large datasets efficiently.

• AvansatNivel de competențe
• 4.7+
• 143 de recenzii

Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.

• AvansatNivel de competențe
• 4.8+
• 51 de recenzii

Learn how to tune your models hyperparameters to get the best predictive results.

• AvansatNivel de competențe
• 4.7+
• 94 de recenzii

Diagnose, visualize and treat missing data with a range of imputation techniques with tips to improve your results.

• AvansatNivel de competențe
• 4.9+
• 94 de recenzii

Learn how to reduce training times for large language models with Accelerator and Trainer for distributed training

• AvansatNivel de competențe
• 4.8+
• 217 recenzii

Get hands-on experience making sound conclusions based on data in this four-hour course on statistical inference in Python.

• AvansatNivel de competențe
• 4.7+
• 71 de recenzii

Use survival analysis to work with time-to-event data and predict survival time.

• AvansatNivel de competențe
• 4.7+
• 71 de recenzii

Learn how to design, automate, and monitor scalable forecasting pipelines in Python.

• AvansatNivel de competențe
• 4.8+
• 95 de recenzii

Specify and fit GARCH models to forecast time-varying volatility and value-at-risk.

• AvansatNivel de competențe
• 4.7+
• 68 de recenzii

Discover the power of discrete-event simulation in optimizing your business processes. Learn to develop digital twins using Pythons SimPy package.

• AvansatNivel de competențe
• 4.8+
• 74 de recenzii

Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire.

• AvansatNivel de competențe
• 4.7+
• 53 de recenzii

Learn to use the Bioconductor package limma for differential gene expression analysis.

• AvansatNivel de competențe
• 4.9+
• 48 de recenzii

Learn to process sensitive information with privacy-preserving techniques.

• AvansatNivel de competențe
• 4.8+
• 41 de recenzii

Learn to analyze and model customer choice data in R.

• AvansatNivel de competențe
• 4.7+
• 20 de recenzii

In this course, youll prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.

• AvansatNivel de competențe
• 4.8+
• 64 de recenzii

Learn how to leverage Bayesian estimation methods to make better inferences about linear regression models.

• AvansatNivel de competențe
• 4.8+
• 76 de recenzii

Analyze time series graphs, use bipartite graphs, and gain the skills to tackle advanced problems in network analytics.

• AvansatNivel de competențe
• 4.8+
• 47 de recenzii

In this course, youll learn how to implement more advanced Bayesian models using RJAGS.

• AvansatNivel de competențe
• 4.8+
• 46 de recenzii

Are you curious about the inner workings of the models that are behind products like Google Translate?

• AvansatNivel de competențe
• 5
• 2 recenzii

Author Dags with the TaskFlow API, asset-based scheduling, and deferrable sensors, and run an end-to-end SQL ETL pipeline with quality checks.

• AvansatNivel de competențe
• 4.6+
• 22 de recenzii

Learn how to write scalable code for working with big data in R using the bigmemory and iotools packages.

• AvansatNivel de competențe
• 4.5+
• 4 recenzii

Scale and manage multi-cluster GKE environments. Master fleets, Cloud Service Mesh, identity management, CI/CD at scale, and GKE Enterprise capabilities.

• AvansatNivel de competențe
• 4.6+
• 6 recenzii

Develop data pipelines with Apache Beam and Dataflow. Cover transforms, windowing, I/O connectors, schemas, state APIs, Beam SQL, and notebooks.

• AvansatNivel de competențe
• 4.8+
• 5 recenzii

Operate Dataflow pipelines in production. Learn monitoring, logging, troubleshooting, performance tuning, CI/CD, reliability, and templates.