Cookie Policy

Last Updated: September 2025

What Are Cookies?

Cookies are small text files stored on your device when you visit our website. They help us remember your preferences, understand how you use our platform, and improve your learning experience. MLForge uses cookies to enhance website functionality and analyze platform usage patterns.

We use cookies to remember your settings, analyze how visitors interact with our training materials, and optimize our course delivery platform. This policy explains what cookies we use, why we use them, and how you can manage your cookie preferences.

Manage Your Cookie Preferences

Essential Cookies

Required for website functionality. These cookies enable core features like security, navigation, and access to course materials. Cannot be disabled.

Always On
Duration: Session or 1 year

Analytics Cookies

Help us understand how visitors use our platform. These cookies collect anonymous data about page views, session duration, and navigation patterns to improve course delivery.

Duration: Up to 2 years

Marketing Cookies

Track visitors across websites to display relevant course advertisements. These cookies measure campaign effectiveness and help us reach potential students.

Duration: Up to 1 year

Preference Cookies

Remember your settings and preferences. These cookies store your language choices, display preferences, and course viewing history for personalized experience.

Duration: Up to 1 year

Cookie Details

1. Essential Cookies

These cookies are necessary for the website to function properly. They enable basic features like page navigation, secure area access, and form submissions. Without these cookies, the platform cannot operate correctly.

  • Session management cookies for maintaining login states
  • Security cookies for authentication and authorization
  • Load balancing cookies for distributing server requests
  • Cookie consent preference storage

2. Analytics Cookies

These cookies help us understand visitor behavior through anonymous data collection. We use services like Google Analytics to measure website performance, identify popular course content, and optimize user experience.

  • Page view tracking and session duration measurement
  • Traffic source identification and referral analysis
  • Course content engagement metrics
  • Device and browser type statistics

3. Marketing Cookies

Marketing cookies track visitors across websites to deliver relevant advertisements. These cookies help measure campaign effectiveness and reach potential students interested in machine learning training.

  • Cross-site tracking for targeted advertising
  • Conversion tracking for enrollment campaigns
  • Social media integration and sharing functionality
  • Retargeting capabilities for course promotions

4. Preference Cookies

Preference cookies remember your choices and settings to personalize your experience. These cookies store language preferences, display options, and course viewing history.

  • Language and region preference storage
  • Display format and layout customization
  • Recently viewed courses and content
  • Notification and alert preferences

Third-Party Cookies

We may use services from third-party providers that set their own cookies. These services help us deliver better training experiences and understand platform usage.

Google Analytics

Analytics cookies for understanding visitor behavior and platform performance

Facebook Pixel

Marketing cookies for campaign tracking and targeted advertising

Microsoft Bing

Conversion tracking for course enrollment campaigns

These third-party services operate under their own privacy policies. We recommend reviewing their cookie policies for detailed information about data collection and usage practices.

Managing Cookies in Your Browser

You can control cookies through your browser settings. Most browsers allow you to block or delete cookies, though this may affect website functionality.

Google Chrome

Settings → Privacy and security → Cookies and site data

Mozilla Firefox

Options → Privacy & Security → Cookies and Site Data

Safari

Preferences → Privacy → Manage Website Data

Microsoft Edge

Settings → Privacy & Services → Cookies

Note: Disabling cookies may affect website functionality. Essential cookies are required for course access and cannot be disabled without impacting your ability to use the platform.

Your Rights and Choices

You have the right to withdraw consent for cookie usage at any time. Use the preference controls on this page to modify your choices. Changes take effect immediately and apply to future browsing sessions.

You have the right to access data stored in cookies and request deletion of non-essential cookies. Contact our team at [email protected] for data access requests or questions about cookie practices.

You have the right to lodge complaints with supervisory authorities if you believe our cookie practices violate data protection regulations. In Singapore, contact the Personal Data Protection Commission for privacy concerns.

Updates to Cookie Policy

We may update this cookie policy periodically to reflect changes in technology, legal requirements, or platform features. Material changes will be communicated through website notifications or email alerts to registered users. The "Last Updated" date at the top of this page indicates when the most recent changes were made. Continued use of our platform after policy updates constitutes acceptance of revised cookie practices.

Contact Information

For questions about our cookie policy or data practices, contact our team:

Email: [email protected]

Phone: +65 6829 5741

Address: 30 Cecil Street, Prudential Tower, Singapore 049712