import Cards from '@/components/docs/Cards.astro';
import Card from '@/components/docs/Card.astro';

This section reviews the key tools and techniques underlying data mining. We combine state-of-the-art AI algorithms, information processing mechanisms, and data visualization (including heat maps) to transform raw data into understandable interfaces.

Special attention is given to predictive analytics, which enables trend prediction and decision making based on machine learning models. The material will help you understand how data analytics technologies improve the accuracy of predictions and optimize business processes.

<Cards cols={2}>
  <Card
    icon="message-square"
    title="AI Assistant"
    description="Virtual assistant for the IoT platform."
    href="/en/platform/v2/ai-analytics/ai-assistant"
  />
  <Card
    icon="chart-column"
    title="Data analytics"
    description="Types and mechanisms of data analytics."
    href="/en/platform/v2/ai-analytics/data-analytics"
  />
  <Card
    icon="map"
    title="AI Heat maps"
    description="Applications and use cases in the system."
    href="/en/platform/v2/ai-analytics/heat-maps"
  />
  <Card
    icon="lightbulb"
    title="AI utilization"
    description="The main areas of AI utilization."
    href="/en/platform/v2/ai-analytics/ai-utilization"
  />
  <Card
    icon="clock"
    title="Predictive analytics"
    description="The main objectives of predictive analytics."
    href="/en/platform/v2/ai-analytics/predictive-analytics"
  />
  <Card
    icon="layout-template"
    title="Integration into IoT platform"
    description="Architecture and integration examples."
    href="/en/platform/v2/ai-analytics/integration"
  />
  <Card
    icon="sparkles"
    title="Usage advantages"
    description="Applying analytics in IoT platform."
    href="/en/platform/v2/ai-analytics/analytics-advantages"
  />
</Cards>