Predictive Analytics
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![Conceptual trend lines track + monitor data analytics [forecasting / future / what's next]](https://images.idgesg.net/images/article/2021/02/conceptual_trend_lines_data_tracking_monitoring_analytics_forecasting_future_whats_next_by_solarseven_gettyimages-1213574690_2400x1600-100877726-medium.3x2.jpg?auto=webp&quality=85,70){kind=tracking}
![NASA SLS / Space Launch System booster separation [artist concept, updated 2013-09-13]](https://images.idgesg.net/images/article/2021/02/nasa_sls_space_launch_system_booster_separation_artist_concept_updated_2013_09_13_by_nasa_msfc_3x2_1200x800-100877085-small.3x2.jpg?auto=webp&quality=85,70)
Time series forecasting with XGBoost and InfluxDB
XGBoost is a popular open source machine learning library that can be used to solve all kinds of prediction problems. Here’s how to use XGBoost with InfluxDB.
How to choose a cloud machine learning platform
12 capabilities every cloud machine learning platform should provide to support the complete machine learning lifecycle—and which cloud machine learning platforms provide them.
The importance of monitoring machine learning models
Changing assumptions and ever-changing data mean the work doesn’t end after deploying machine learning models to production. These best practices keep complex models reliable.
![Tech Spotlight > IT Leadership [Network World] > IT leader considers an abstract IoT network](https://images.idgesg.net/images/idge/imported/imageapi/2022/03/15/09/spot_it_leadership_2021_nw_business_technology_leader_considers_abstract_network_of_iot_internet_of_things_network_devices_by_metamorworks_gettyimages-1255557770_2400x1600_homepage_hero_b-100872872-small.3x2-100921919-small.3x2.jpg?auto=webp&quality=85,70)
How AI is changing IoT
Artificial intelligence unlocks the true potential of IoT by enabling networks and devices to learn from past decisions, predict future activity, and continuously improve performance and decision-making capabilities.
3 business solutions where AI is a good choice
Now that AI is cheap and widely available, we often leverage it too often and for the wrong reason. Here's where cloud-based AI provides the most value.
Deep Dive
Machine learning megaguide: Amazon, Microsoft, Databricks, Google, HPE, IBM
Download InfoWorld's massive roundup of Amazon, Microsoft, Databricks, Google, HPE, and IBM machine learning toolkits