Self-Paced Learning
Practice Library
All resources available anytime—practice at your own pace
Projects
Build production-ready ML projects with step-by-step guides
25 available5 hrs each
Behavioral
Practice common interview questions with STAR framework
42 available2-3 min each
Knowledge
ML concepts and tech stack questions for technical interviews
37 available5-45 min each
Coding
Algorithms, data structures, and ML coding problems
24 available30-45 min each
System Design
Design scalable ML systems for technical interviews
1 available45-60 min each
All Questions
Browse all questions across all categories
All availableVarious
Library Overview
25
Projects
42
Behavioral
37
Knowledge
24
Coding
1
System Design
Popular BQ Questions
1
Tell me about yourself. Walk me through your resume.
generalmedium
2
Tell me about this sentiment analysis project on your resume.
technicalmedium
3
What was the biggest technical challenge you faced in a recent project, and how did you overcome it?
technicalmedium
4
View all 42 questionsTell me about a time when you failed or made a significant mistake. How did you handle it?
failurehard
Featured Projects
1
Sentiment Analysis Chatbot
NLP10 hoursbeginner
2
Production Image Classification API
CV10 hoursbeginner
3
Production Recommendation System: Complete Tutorial with Multiple Approaches
ML45 hoursadvanced
4
Production RAG System: Complete Tutorial with Free & Industry Stacks
ML35 hoursintermediate
5
Multi-Agent Research System: Complete Tutorial with LangGraph
ML40 hoursadvanced
6
AI Voice Interview Agent: Production Multi-Tool Integration with MCP
ML45 hoursadvanced
7
AI Children's Book Generator: Multi-Modal Content Creation
ML30 hoursintermediate
8
Multi-Cloud AI Mastery: AWS Bedrock, GCP Vertex AI & Azure OpenAI Complete Guide
ML55 hoursadvanced
9
AI Code Reviewer - Fine-Tuned LLaMA 3.1 8B
ML70 hoursadvanced
10
Deep RL Trading Agent - PPO Stock Portfolio Optimizer
ML50 hoursadvanced
11
Microsoft Power Platform AI Mastery: Copilot Studio, MCP Servers & Enterprise Automation
ML35 hoursintermediate
12
Distributed Large Model Training: 100M+ Pretraining & 70B+ Fine-Tuning
ML60 hoursadvanced
13
AI-Powered Search Engineering with ElasticSearch & OpenSearch
ML60 hoursadvanced
14
A2A Protocol: Building Interoperable AI Agents
ML30 hoursintermediate
15
ML Interview Practice Simulator with AutoGen
ML25 hoursintermediate
16
Multi-Agent Pitch Deck Verification System
ML20 hoursintermediate
17
AI Content Generator: Full-Stack LLM Application with Technology Comparisons
ML30 hoursintermediate
18
Building AI Agents with Google ADK: Complete Production Guide
ML30 hoursintermediate
19
Production Medical Imaging AI: Self-Supervised Learning, Explainability & Multi-Site Robustness
CV50 hoursadvanced
20
AWS SageMaker End-to-End MLOps: Fine-Tuning LLMs to Production Monitoring
ML55 hoursadvanced
21
Production Feature Engineering Pipeline
DATA8 hoursbeginner
22
LLM Post-Training: SFT, RLHF, DPO & Reward Models
ML80 hoursadvanced
23
Conversational AI for Contact Centers: Dialogflow CX, Agent Assist & CCAI
NLP35 hoursintermediate
24
Route Optimization for Field Service Operations
ML10 hoursbeginner
25
View all projectsTenant Churn Prediction for Single-Family Rental Management
ML12 hoursbeginner
Prefer a Guided Approach?
Follow our structured 3-stage interview journey for best results