Courses

AI Applied Workflows & Data Analytics In BIM

AI Applied Workflows & Data Analytics In BIM
200 USD 100 USD
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Lessons
168 Lessons in 8 Chapters
Duration
11 Hours & 35 Minutes
Students
160 Students in 13 Countries
Certificates
Kayan Academy Certificate
FREE Autodesk Certificate
Instructor
Essam Elsayed VDC/BIM Engineer
Description

This course focuses on integrating BIM technologies with Data Analytics, Artificial Intelligence (AI), and emerging AEC technologies (such as GIS) to improve project information management and support proactive decision-making.

Participants will learn how to apply the Data Lifecycle in construction, extract data from BIM models, create interactive dashboards, and implement advanced technology workflows to streamline and automate engineering processes.

Designed as an evolving learning experience, the training bridges practical project scenarios with next-generation tech, allowing participants to apply data analysis, AI-driven automation, and spatial intelligence within real BIM workflows.

- Extract and manage data from complex BIM ecosystems
- Apply Data Analytics and emerging tech (e.g., AI, GIS) in construction
- Build professional, interactive performance dashboards
- Implement advanced and automated workflows in AEC projects
- Analyze project performance for data-driven decisions
- Integrate BIM data with analytics, AI, and interdisciplinary platforms


Who is this course for?

* BIM Engineers, Specialists, and Managers
* Architects and Engineers working with BIM
* Construction Project Managers
* Professionals managing AEC data and project information
* Forward-thinking professionals looking to leverage AI, Data, and advanced tech to automate workflows


Skills you will gain

* Data Management for Construction Projects
* Data Analytics & Interdisciplinary Integration (BIM, GIS, etc.)
* Interactive Dashboard Development
* BIM Data Extraction & Automation (using Dynamo)
* Advanced AEC Workflows (AI & Tech Implementation)
* Project Performance Analysis & Data-Driven Decision Making


Course Materials

* Interactive dashboard examples
* Learning materials and reference files
* Dynamo scripts for data extraction and automation
* Workflow blueprints, AI prompt templates, and tech-integration guides


Prerequisites

Participants should have basic knowledge of:
* Autodesk Revit
* Navisworks
* Autodesk Construction Cloud (ACC)


Certification

Participants will receive a Certificate of Completion after:
* Completing the required practical tasks
* Submitting a final presentation showing the developed dashboards and applied tech workflows


Softwares & Technologies

* Power BI
* Autodesk Revit
* Navisworks
* Dynamo
* Autodesk Construction Cloud (ACC)
* Emerging AEC Technologies (e.g., AI tools, GIS platforms).
Course Curriculum
  Expand All     Collapse All
Chapter 01 - Introduction12 Lessons
 0:28:00
01-01 - CONTENT BREAKDOWN
 0:02:00
01-02 - WHY DATA DRIVEN DASHBOARDS
 0:02:00
01-03 - BIM MODELS AS DATABASE
 0:02:00
01-04 - DATA SOURCES RELATED TO AEC
 0:02:00
01-05 - DATA LIFECYCLE
 0:02:00
01-06 - DATA LIFECYCLE IN DETAILS
 0:04:00
01-07 - TOOLS & PHASES
 0:03:00
01-08 - PHASE 1 - FOUNDATION
 0:03:00
01-09 - PHASE 2 - CLASH REPORT DASHBOARDS
 0:03:00
01-10 - PHASE 3 - QA-QC APPLICATION
 0:02:00
01-11 - PHASE 4 - WARNINGS APPLICATIONS
 0:02:00
01-12 - PHASE 5 - ADVANCED TOPICS
 0:01:00
Chapter 02 - Phase no.01 Foundation28 Lessons
 1:50:00
02-01 - INTRO OF EXTRACTION PROCESS
 0:01:00
02-02 - EXTRACT DATA FROM REVIT TO EXCEL
 0:02:00
02-03 - DATA EXCHANGE IN REVIT
 0:02:00
02-04 - DATA EXCHANGE USING ACC
 0:03:00
02-05 - PUBLISH VIEWS TO ACC
 0:10:00
02-06 - EXTRACT DATA USING DYNAMO
 0:04:00
02-07 - SUMMARY FOR ALL STEPS
 0:03:00
02-08 - SESSION INTRO
 0:02:00
02-09 - POWER BI UI
 0:03:00
02-10 - CONNECT POWER BI WITH ACC DATA EXCHANGE
 0:04:00
02-11 - IMPORT DATA
 0:03:00
02-12 - POWER QUERY-1
 0:02:00
02-13 - POWER QUERY-2
 0:05:00
02-14 - ADDING CUSTOM VISUALS
 0:02:00
02-15 - SUMMARY & INTRO
 0:02:00
02-16 - BOQ DYNAMO SCRIPT
 0:05:00
02-17 - USING DYNAMO SCRIPT TO EXTRACT DATA
 0:03:00
02-18 - DATA IMPORT & MANIPULATION IN POWER BI
 0:06:00
02-19 - RELATIONSHIPS BETWEEN DATA SETS
 0:04:00
02-20 - RELATIONSHIP IN DETAILS
 0:05:00
02-21 - ADDING VISUALS
 0:04:00
02-22 - SLICER VISUAL FOR LEVELS
 0:04:00
02-23 - TREEMAP VISUAL FOR CATEGORY
 0:04:00
02-24 - CARD VISUAL FOR VOLUME AMOUNT
 0:03:00
02-25 - MEASURE & DAX IN POWER BI
 0:08:00
02-26 - CONTROL VISUAL THEME & EFFECT
 0:03:00
02-27 - FINISHING REPORT
 0:08:00
02-28 - SUMMARY OF PHASE
 0:05:00
Chapter 03 - Phase no.02 Coordination23 Lessons
 1:25:00
03-01 - PHASE 2-COORDINATION INTRO
 0:02:00
03-02 - CLASH MATRIX & CLASH TEST NAMING
 0:04:00
03-03 - CLASH TEST INSIDE NAVISWORK
 0:04:00
03-04 - EXPORT AND CLEANING OF CLASH REPORT
 0:05:00
03-05 - SPLIT COLUMN BY DELIMETER
 0:07:00
03-06 - ADD CUSTOM COLUMNS
 0:05:00
03-07 - ADDING TABLES INTO REPORT
 0:04:00
03-08 - CLUSTERED BAR CHART FOR PRIORITY&TYPE
 0:03:00
03-09 - PIE CHART FOR DISCIPLINE
 0:02:00
03-10 - TABLE FOR TEST COMPONENTS
 0:04:00
03-11 - USING CARDS IN CLASH REPORT
 0:05:00
03-12 - TASK FOR PREVIOUS PARTS OF PHASE 02
 0:01:00
03-13 - TRACK CLASHES BY WEEKS
 0:02:00
03-14 - CREATE CLASH REPORT HISTORY FOLDER
 0:01:00
03-15 - IMPORT DATA FROM FOLDER
 0:05:00
03-16 - DATE EXTRACTION & WEEK NO
 0:02:00
03-17 - WEEK NUMBER EXTRACTION
 0:03:00
03-18 - EXTRACT DATE FROM SOURCE NAME
 0:05:00
03-19 - BUILDING AREA CHART FOR CLASH HISTORY
 0:05:00
03-20 - TRACKING NEW CLASHES BY HISTORY
 0:02:00
03-21 - ADDING SLICERS FOR WEEKS
 0:03:00
03-22 - BREAKDOWN OF CLASHES
 0:03:00
03-23 - UPDATE DASHBOARD EACH WEEK & PHASE SUMMARY
 0:08:00
Chapter 04 - PHASE NO.03 - QAQC22 Lessons
 1:27:00
04-01 - PHASE(03)-WORKFLOW
 0:04:00
04-02 - CHECKLIST EXAMPLES
 0:01:00
04-03 - LOD MATRIX & WORKFLOW STEPS
 0:07:00
04-04 - INTEROPERABILITY TOOLS INSTALL
 0:01:00
04-05 - MODEL CHECK CONFIGURATOR
 0:07:00
04-06 - ADVANCED FILTER IN MODEL CHECKER
 0:06:00
04-07 - TRUE&FALSE VALUES
 0:03:00
04-08 - REGEX IN MODEL CHECKER
 0:05:00
04-09 - AUTODESK REVIT BEST PRACTICES
 0:03:00
04-10 - BEST PRACTICE DASHBOARD
 0:08:00
04-11 - CUSTOM CHECKLIST
 0:02:00
04-12 - CUSTOM POWER BI TEMP
 0:05:00
04-13 - QA-QC DYNAMO SCRIPT
 0:03:00
04-14 - EXCEL SHEET OUTPUTS
 0:05:00
04-15 - IMPORTING ELEMENT DATA
 0:05:00
04-16 - MANAGE NEW DATA SETS
 0:02:00
04-17 - ELEMENT AND CHECKS
 0:03:00
04-18 - MEASURES
 0:05:00
04-19 - CONT. MEASURES
 0:01:00
04-20 - FAILED ELEMENTS BY CATEGORY
 0:02:00
04-21 - PHASE SUMMARY
 0:07:00
04-22 - PHASE TASK & CURRENT SITUATION
 0:02:00
Chapter 05 - PHASE NO.04 - WARNING CLASSIFICATION10 Lessons
 0:52:00
05-01 - PHASE INTRO
 0:02:00
05-02 - RWIS EXPLAINED
 0:08:00
05-03 - RWIS-DATA BASE
 0:09:00
05-04 - RWIS POWER BI TEMP
 0:07:00
05-05 - TREND & PROGRESS
 0:07:00
05-06 - HOW TO DEAL WITH NEW WARNINGS
 0:05:00
05-07 - SORTING BY SNAPSHOTS
 0:04:00
05-08 - SELECT ELEMENTS IN AUTOMATED WAY
 0:01:00
05-09 - USING CLAUDE INSIDE REVIT
 0:05:00
05-10 - TASK
 0:04:00
Chapter 06 - ADVANCED & GENERAL AI APPLICATIONS20 Lessons
 1:20:00
06-01 - INTRO TO AI APPLICATIONS & ADVANCED TOPIC
 0:02:00
06-02 - AUTOM8LAB ADDIN
 0:06:00
06-03 - REVIT MCP ADDIN
 0:03:00
06-04 - USING CLAUDE AI TO GENERATE INSIGHTS IN REVIT
 0:04:00
06-05 - ANALYSIS OUTPUT FROM CLAUDE
 0:03:00
06-06 - CHECK LOI UISNG CLAUDE AI
 0:05:00
06-07 - USING CLAUDE AI TO UPDATE LOI BEFORE SUBMITAL
 0:02:00
06-08 - DB LINKS FOR REVIT MODELS
 0:02:00
06-09 - USING MA TO NAVIGATE DATA BASE
 0:03:00
06-10 - USING DB LINKS TO CHECK LOI
 0:03:00
06-11 - HOW TO USE CLAUDE AS LOGIC ARCHITECT
 0:05:00
06-12 - DAX STUDIO&TABULAR EDITIOR - POWER BI TEMP
 0:09:00
06-13 - PUBLISH POWER-BI REPORT TO ACC
 0:13:00
06-14 - VICTOR-AI ENGINEERING WORKFLOWS TOOL
 0:02:00
06-15 - QUICK SAMPLE
 0:02:00
06-16 - USING CLAUDE CODE & VS CODE
 0:03:00
06-17 - EXTRACT REVIT DATA WITH REVIT CLOSED
 0:05:00
06-18 - OUTPUT OF CLAUDE CODE
 0:02:00
06-19 - CREATING SOFTWARE USING CLAUDE CODE
 0:04:00
06-20 - SUMMARY & UPDATES
 0:02:00
Chapter 07 - ADDITIONAL RESOURCES - VOL132 Lessons
 2:06:00
07-01 - WHY ADDITIONAL RESOURCES
 0:02:00
07-02 - WHEN TO USE STACKED AREA CHART
 0:02:00
07-03 - WHEN TO CHOOSE CLUSTER BAR CHART
 0:05:00
07-04 - WHEN TO CHOOSE CLUSTER COLUMN CHART
 0:01:00
07-05 - WHEN TO CHOOSE STACKED BAR CHART
 0:03:00
07-06 - WHEN TO CHOOSE LINE AND AREA CHART
 0:03:00
07-07 - WHEN TO CHOOSE AREA CHART
 0:01:00
07-08 - WHEN TO CHOOSE COMBINED VISUAL
 0:01:00
07-09 - WHEN TO CHOOSE FUNNEL
 0:05:00
07-10 - WHEN TO CHOOSE PIE & DOUNT CHARTS
 0:03:00
07-11 - WHEN TO CHOOSE TREEMAP
 0:01:00
07-12 - WHEN TO CHOOSE MAP
 0:03:00
07-13 - WHEN TO CHOOSE GUAGE VISUAL
 0:03:00
07-14 - WHEN TO CHOOSE CARD
 0:02:00
07-15 - WHEN TO CHOOSE TABLES & MATRIX
 0:03:00
07-16 - HOW TO USE TOOLTIP
 0:07:00
07-17 - TOOLTIPS IN ACTION
 0:03:00
07-18 - ENHANCMENT OF REPORT
 0:02:00
07-19 - CLAUDE PROMPTING EXAMPLE
 0:08:00
07-20 - TEST OUTPUT & VALIDATE
 0:09:00
07-21 - PROPOSAL MODIFICATION
 0:02:00
07-22 - CLAUDE REVISED PROPOSAL
 0:06:00
07-23 - APPROVAL LAG EXPLAINED IN COORDINATION
 0:06:00
07-24 - IMPORT MEASURES USING TABULAR EDITIOR
 0:06:00
07-25 - DASHBOARD UPDATE
 0:06:00
07-26 - REPORT AFTER ENHANCMENT
 0:03:00
07-27 - DATA INTEGRITY
 0:06:00
07-28 - STATISTICS ANALYSIS BASED ON SCENARIO
 0:04:00
07-29 - HOW TO FIX DATA INTEGRITY ISSUE
 0:04:00
07-30 - DATA INTEGRITY SUMMARY
 0:02:00
07-31 - COMPLETE COMMUNICATION WITH AI
 0:07:00
07-32 - HOW TO DEVELOP A SYSTEM
 0:07:00
Chapter 08 - AI WORKFLOW - COMPLETE GUIDE IN AEC PROJECTS21 Lessons
 2:07:00
08-01 - CHAPTER INTRODUCTION
 0:03:00
08-02 - SKILLS IN CLAUDE CODE
 0:08:00
08-03 - USE CASE STUDY - APPROACH
 0:09:00
08-04 - MAPPING SHEET
 0:06:00
08-05 - LIMITATIONS
 0:08:00
08-06 - AI SKILLS IN ACTION
 0:05:00
08-07 - TO-SPEC & TO-TICKETS
 0:04:00
08-08 - SETUP PROJECT FOLDER
 0:09:00
08-09 - TECHNICAL DETAILS CHAT WITH CLAUDE
 0:06:00
08-10 - START SESSION WITH CLAUDE
 0:05:00
08-11 - SETUP PHASE
 0:04:00
08-12 - GITHUB REPO CREATION
 0:04:00
08-13 - CONSULT & ADVISOR STRATEGY PHASE
 0:04:00
08-14 - WAY-FINDER & ISSUES IN ACTION
 0:09:00
08-15 - DELEGATION PROCESS
 0:05:00
08-16 - SPECS & TICKETS
 0:04:00
08-17 - USER STORIES AS ISSUES
 0:04:00
08-18 - MCP & REVIT-API-TESTING
 0:04:00
08-19 - TESTING & DEBUGGING
 0:13:00
08-20 - VERSION RELEASE
 0:09:00
08-21 - TASK & CHAPTER SUMMARY
 0:04:00

Kayan Academy

Kayan Academy is a specialized company in training, technical support, and services for Engineering and Graphics software. Since 2009 till now Kayan Academy has adopted an innovative approach to integrated solutions in CAD & BIM technology by implementing strategies based on commitment, quality, customer satisfaction, and high return on investment. During this period Kayan Academy has expanded its services in Egypt and Gulf. In 2017 Kayan Academy opened its office in Alexandria and Cairo to deliver the most updated services to its customers

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