AI/ML Specialist Learning Path

Master AI/ML Specialist with real-world challenges from top companies. Progress through different levels and build practical skills.

FREE

Implement Basic Video Recommendations

Boost user engagement by building a video recommendation engine that uses collaborative filtering and ranking algorithms to serve personalized content.

intermediate
TikTok
AI/ML SpecialistBackend Engineercollaborative filteringranking algorithms
PRO

Add AI-Powered Spam Detection for Public ChannelsComing Soon

Integrate cutting-edge AI to automatically filter spam in public channels, using NLP models and smart algorithms to maintain a clean user environment.

intermediate
Slack
AI/ML Specialistnlp modelsspam detection algorithms
PRO

Implement Video Recommendations for FeedComing Soon

Transform your content feed by implementing personalized video recommendations that leverage sophisticated ranking models to deliver tailored content.

intermediate
TikTok
AI/ML Specialistranking modelspersonalized feeds
FREE

Build a Dynamic Pricing Engine for RidesComing Soon

Create a dynamic pricing engine that adjusts ride fares in real time by analyzing user behavior and applying advanced pricing algorithms.

intermediate
Uber
AI/ML Specialistpricing algorithmsreal-time updates+1 more
PRO

Add AI-Powered Sentiment Analysis for ReviewsComing Soon

Leverage advanced sentiment models and text analysis to evaluate user reviews in real time, capturing genuine feedback to improve services.

advanced
Udemy
AI/ML Specialistsentiment modelstext analysis+1 more
PRO

Implement AI-Powered Insights for EngagementComing Soon

Unlock actionable engagement insights by implementing AI-driven analysis that tracks user behavior and predicts trends in real time.

advanced
TikTok
AI/ML Specialistengagement trackingbehavior prediction+1 more
PRO

Add Predictive Analytics for Workspace RetentionComing Soon

Retention analytics, user behavior modeling.

advanced
Slack
AI/ML Specialistretention analyticsuser behavior modeling
PRO

Implement Real-Time Fraud Detection for PaymentsComing Soon

Safeguard payment systems by implementing real-time fraud detection using anomaly detection, continuous data monitoring, and machine learning to flag suspicious activity.

advanced
Uber
AI/ML SpecialistData Engineeranomaly detectionreal-time data monitoring+1 more
PRO

Enable AI-Powered Recommendations for FeedsComing Soon

Transform user experiences with AI-powered recommendations that analyze behavior in real time to curate personalized feeds and boost engagement.

advanced
TikTok
AI/ML Specialistuser behavior analysisreal-time updates+1 more
PRO

Add AI-Powered Video RecommendationsComing Soon

Recommendation systems, collaborative filtering, ranking algorithms.

advanced
TikTok
AI/ML SpecialistProduct Engineerrecommendation systemscollaborative filtering+1 more
PRO

Add AI-Powered Retention Insights for UsersComing Soon

Boost user retention by integrating AI-powered insights that use predictive analytics and time-series analysis to model and forecast user behavior.

advanced
TikTok
AI/ML SpecialistData Engineerretention modelingpredictive analytics+1 more
PRO

Enable Dynamic Plan Pricing for Course PlatformsComing Soon

Transform course monetization by implementing dynamic plan pricing that uses tiered models, real-time adjustments, and forecasting to maximize revenue.

advanced
Udemy
Product EngineerAI/ML Specialisttiered pricingreal-time adjustments+1 more
PRO

Build Fraud Detection for Ride PaymentsComing Soon

Protect transactions with an intelligent fraud detection system that uses anomaly detection, real-time tracking, and behavioral analysis to safeguard ride payments.

advanced
Uber
AI/ML SpecialistData Engineeranomaly detectionreal-time fraud tracking+1 more
PRO

Add AI-Powered Moderation for Social FeedsComing Soon

Enhance community safety by integrating AI-powered moderation that uses NLP to filter toxic content and analyze user behavior in real time.

advanced
TikTok
AI/ML SpecialistBackend Engineernlp-based moderationtoxic content filtering+1 more
FREE

Personalize Course Recommendations for StudentsComing Soon

Deliver a tailored learning experience by building recommendation engines that use collaborative filtering to serve personalized course suggestions.

advanced
Udemy
AI/ML SpecialistProduct Engineerrecommendation enginescollaborative filtering+1 more
PRO

Enable Scalable Model Serving for InferenceComing Soon

Deploy a scalable model serving infrastructure that optimizes AI inference, reducing latency while delivering accurate predictions in real time.

advanced
TikTok
AI/ML SpecialistSoftware Architectai model servinginference optimization+1 more
PRO

Add Multi-Modal Recommendations for Social FeedsComing Soon

Revolutionize social feeds by integrating multi-modal recommendations that combine text, video, and behavioral data to deliver uniquely personalized content.

advanced
TikTok
AI/ML SpecialistData Engineercombining textvideo+2 more