Problem Solving

1 lessons•37 assignments•67 min total•17 programs

DataExpert

1 lessons•67 min
1
Data Pipeline Maintenance: Navigating the Complexities of Data Engineering Day 1 Lecture
67 min
Problem Solving
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Analytical Patterns Homework Submission
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Data Pipeline Maintenance Homework Submission
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Spark Data Quality Unit Test Integration (New)
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Week 1: Databricks Basics
Quiz
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Week 2: Databricks & Advanced Spark
Optimize the broken pipeline
Assignment
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Week 4: Structured Streaming with Spark & Kafka
Stock Market Streaming Assigment
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Week 5: Managing Unstructured Data
Managing Unstructured Data Assignment
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Q&A with Zach
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Expert Guest Sessions
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Bonus - LLMs
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2025 New Year Data Engineering Boot Camp starting January 6th

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Spark Data Quality Unit Test Integration (New)
Assignment
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Data Modeling with Iceberg and Trino
Quiz
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Airflow + Trino
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Databricks Basics
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Advanced Spark on Databricks
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Analytical Patterns and Advanced SQL
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Real Time Data (Spark and Kafka Streaming)
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Bonus - LLMs
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Career Development Sessions
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Q&A with Zach Wilson
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Guest Speaker Sessions
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TA Office Hours
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AI Engineering Boot Camp starting October 20th, 2025

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Week 3: MCP and Agentic AI
Capstone Architecture Feedback
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AI Engineering Boot Camp Starting on July 7th, 2025

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Understanding RAG
Understanding RAG Basics Assignment
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MLOps
Creating Evaluation Criteria assignment
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AIExpert

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Week 1: Prompt Engineering & Basic RAG
Context Overflow Agent Assignment
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Infinite Research Agent Assignment
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MCP Middleware Assignment
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Understanding RAG Basics Assignment
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Week 2: Advanced RAG, Reranking & Dev Workflow
Claude Code Homework
Assignment
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Week 3: Agentic AI, MCP & Automation
Capstone Architecture Feedback
Assignment
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Week 4: MLOps, Guardrails & Business Value
Adding Guardrails to Openclaw Agents
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Creating Evaluation Criteria assignment
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Analytics Engineering Boot Camp starting October 2024

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Bootcamp Kickoff
Capstone Project
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Capstone Project Proposal
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Pipeline Spec Building + Airflow Fundamentals
Create a cumulative DAG
Assignment
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Change Data Capture (CDC) and Analytical Patterns
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Advanced dbt
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Advanced Snowflake
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Bonus
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Tech Talk
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TA Office Hours
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AnalyticsExpert

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Kickoff
Capstone Project
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Capstone Project Proposal
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Pre-Read - Data Modeling
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Week 2: Advanced dbt
Quiz
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Week 4: Advanced Snowflake
Structured Embedding Assignment
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Week 6: Airflow & Pipeline Specs with Trino
Airflow Data Quality Lesson
Assignment
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Create a cumulative DAG
Assignment
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Quiz
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Week 7: Analytical Patterns & CDC
Quiz
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Expert Guest Sessions
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Data Engineering Mastery Course

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Data Pipeline Maintenance (V4)
Quiz
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Quiz
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Dimensional Data Modeling in Iceberg
Quiz
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Fact Data Modeling with Apache Iceberg
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Data Quality Patterns in Apache Airflow
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Unit and Integration Testing Spark Pipelines
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Streaming Pipelines with Kafka and Spark Streaming
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Analytical Patterns & Analysis with Trino
Analytical Patterns and Analysis
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Large Language Models
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Data Impact Communication & Visualization
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Spring 2026 AI Engineering Boot Camp

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Week 1: Building functional AI agents using LangChain
Context Overflow Agent Assignment
Assignment
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Infinite Research Agent Assignment
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MCP Middleware Assignment
Assignment
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Week 2: Optimize your dev workflow with Claude Code and Codex
Claude Code Homework
Assignment
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Week 4: OpenClaw Safeguards & Measuring business value for AI Agents
Adding Guardrails to Openclaw Agents
Assignment
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Spring Data Engineering Boot Camp Starting May 26th, 2025

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Managing Unstructured Data
Managing Unstructured Data Assignment
Assignment
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Winter 2026 Analytics Engineering Camp

0 lessons•0 min
Airflow
Airflow Data Quality Lesson
Assignment
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Advanced Snowflake
Structured Embedding Assignment
Assignment
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Winter 2026 Data Engineering Boot Camp

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Databricks and Advanced Spark
Optimize the broken pipeline
Assignment
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Structured Streaming Kafka to Delta Live Table
Stock Market Streaming Assigment
Assignment
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Data Engineering Boot Camp V2 Combined Track

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Dimensional Data Modeling with Apache Iceberg
Quiz
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Fact Data Modeling with Apache Iceberg
Quiz
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Pipeline Spec Building and dbt fundamentals
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Unit Testing Spark Pipelines and Write-Audit-Publish
Quiz
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Quiz
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Quiz
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Analytical Patterns & Analysis with Trino
Quiz
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Streaming Pipelines with Apache Flink
Quiz
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Data Pipeline Maintenance
Quiz
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Product Sense, KPIs and Experimentation
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Batch Pipelines with Apache Spark
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Data Impact Communication & Visualization
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Data Engineer Interview Skills

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Interview Skills
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AI and LLM
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Finish 2025 Strong 50-Day Data Challenge

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Full Stack Test

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test updated
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Speaker Session Archive

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Data Modeling
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Data and AI
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Data Analytics
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Big Tech Careers
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Wisdom From Zach
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Capstone Showcases
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