| 1 - AI and Models - AI and Models - Foundations in AI for Market Research.pdf | 371.1 KB | ||
| 1 - AI and Models.mp4 | 52.9 MB | ||
| 1 - About the instructors.mp4 | 74.9 MB | ||
| 1 - Activity Part 1 Introduction to notebook and data loading - Activity 1 - Introduction and Data Loading.ipynb | 4.5 KB | ||
| 1 - Activity Part 1 Introduction to notebook and data loading.mp4 | 91.9 MB | ||
| 1 - Beyond the AI hype - Beyond the AI Hype - Foundations in AI for Market Research.pdf | 817.3 KB | ||
| 1 - Beyond the AI hype.mp4 | 39.5 MB | ||
| 1 - Course technical requirements.mp4 | 12.9 MB | ||
| 1 - Exploring different types of data in market research - Exploring different data types in market research - Foundations in AI for Market Research.pdf | 2.4 MB | ||
| 1 - Exploring different types of data in market research.mp4 | 103 MB | ||
| 1 - Files for activity - Exercise_9_11_Building_a_LLM_enabled_App_with_Gradio.ipynb | 52.8 KB | ||
| 1 - Files for activity.html | 204.8 B | ||
| 1 - Identifying AI opportunities in market research - Identifying new opportunities in MR with AI - Foundations in AI for Market Research.pdf | 1.6 MB | ||
| 1 - Identifying AI opportunities in market research.mp4 | 172 MB | ||
| 1 - Introduction to Deep Learning Models - Introduction to Deep Learning Models - Foundations in AI for Market Research.pdf | 685 KB | ||
| 1 - Introduction to Deep Learning Models.mp4 | 44.8 MB | ||
| 1 - What is market research - Brief intro to market research - Foundations in AI for Market Research.pdf | 1.7 MB | ||
| 1 - What is market research.mp4 | 24.5 MB | ||
| 10 - Common challenges based on types of data - Common challenges based on types of data - Foundations in AI for Market Research.pdf | 1 MB | ||
| 10 - Common challenges based on types of data.mp4 | 103.4 MB | ||
| 10 - Research project stages.mp4 | 27.7 MB | ||
| 2 - AI tools - AI Tools - Foundations in AI for Market Research.pdf | 767 KB | ||
| 2 - AI tools.mp4 | 35.7 MB | ||
| 2 - Activity Part 2 Exploratory data analysis - Activity 2 - Exploratory Data Analysis.ipynb | 1.4 MB | ||
| 2 - Activity Part 2 Exploratory data analysis.mp4 | 155.2 MB | ||
| 2 - Applying a task driven approach to market research when using AI - Applying a task driven approach to MR - Foundations in AI for Market Research.pdf | 307.9 KB | ||
| 2 - Applying a task driven approach to market research when using AI.mp4 | 91.5 MB | ||
| 2 - Data and AI - Data and AI - Foundations in AI for Market Research.pdf | 755.3 KB | ||
| 2 - Data and AI.mp4 | 61.4 MB | ||
| 2 - Diving into Deep Learning - Diving into Deep Learning - Foundations in AI for Market Research.pdf | 753.2 KB | ||
| 2 - Diving into Deep Learning.mp4 | 53.6 MB | ||
| 2 - Intro to Hugging Face and Gradio.mp4 | 61.1 MB | ||
| 2 - Supervised to Unsupervised AI - Supervised to Unsupervised AI - Foundations in AI for Market Research.pdf | 493.8 KB | ||
| 2 - Supervised to Unsupervised AI.mp4 | 40.6 MB | ||
| 2 - What this course will cover.mp4 | 29 MB | ||
| 2 - Why do market research.mp4 | 21.5 MB | ||
| 3 - Activity Part 3 Linear regression - Activity 3 - Linear regression from scratch.ipynb | 187.5 KB | ||
| 3 - Activity Part 3 Linear regression.mp4 | 76.3 MB | ||
| 3 - Creating a prompt-driven persona generator.mp4 | 92 MB | ||
| 3 - Data types and AI methods.mp4 | 104.2 MB | ||
| 3 - Diving into Generative AI - Diving into Generative AI - Foundations in AI for Market Research.pdf | 684.2 KB | ||
| 3 - Diving into Generative AI.mp4 | 47.8 MB | ||
| 3 - Framework for Understanding AI Models - Framework for Understanding AI Models - Foundations in AI for Market Research.pdf | 646.2 KB | ||
| 3 - Framework for Understanding AI Models.mp4 | 45.8 MB | ||
| 3 - Real world examples of using AI in market research - Real world examples of AI in MR - Foundations in AI for Market Research.pdf | 1.4 MB | ||
| 3 - Real world examples of using AI in market research.mp4 | 103.9 MB | ||
| 3 - Research methodologies.mp4 | 54.9 MB | ||
| 3 - What is role of AI in market research - What is role of AI in market research - Foundations in AI for Market Research.pdf | 279.7 KB | ||
| 3 - What is role of AI in market research.mp4 | 71.4 MB | ||
| 4 - Activity Part 4 Logistic regression and classification - Activity 4 - Logistic regression and classification.ipynb | 301.7 KB | ||
| 4 - Activity Part 4 Logistic regression and classification.mp4 | 152.3 MB | ||
| 4 - Building an interface and running the app.mp4 | 122.8 MB | ||
| 4 - Comparing Structured and Unstructured Data - Comparing Structured and Unstructured Data - Foundations in AI for Market Research.pdf | 697 KB | ||
| 4 - Comparing Structured and Unstructured Data.mp4 | 58.6 MB | ||
| 4 - Demo Deep Research with Gemini.mp4 | 174.8 MB | ||
| 4 - How quant and qual research are different.mp4 | 50.4 MB | ||
| 4 - More ML Models - More ML Models - Foundations in AI for Market Research.pdf | 641.3 KB | ||
| 4 - More ML Models.mp4 | 51.7 MB | ||
| 4 - When using AI in market research goes wrong - When AI in MR goes wrong - Foundations in AI for Market Research.pdf | 914.6 KB | ||
| 4 - When using AI in market research goes wrong.mp4 | 93.6 MB | ||
| 5 - Activity Part 5 Building a pipeline - Activity 5 - Building the pipeline.ipynb | 12.4 KB | ||
| 5 - Activity Part 5 Building a pipeline.mp4 | 78.1 MB | ||
| 5 - Defining your research objective - Defining your research objective - Foundations in AI for Market Research.pdf | 335.9 KB | ||
| 5 - Defining your research objective.mp4 | 62.5 MB | ||
| 5 - How does AI relate to more traditional techniques - How does AI relate to more traditional techniques - Foundations in AI for Market Research.pdf | 472.4 KB | ||
| 5 - How does AI relate to more traditional techniques.mp4 | 37.2 MB | ||
| 5 - Prompt engineering for market research - Prompt engineering for market research - Foundations in AI for Market Research.pdf | 390.3 KB | ||
| 5 - Prompt engineering for market research.mp4 | 62.1 MB | ||
| 5 - Tasks and AI - Tasks and AI - Foundations in AI for Market Research.pdf | 728.6 KB | ||
| 5 - Tasks and AI.mp4 | 49.7 MB | ||
| 5 - Unpacking quantitative data.mp4 | 81.4 MB | ||
| 6 - A framework for problem solving with AI in MR - A framework for problem solving with AI in MR - Foundations in AI for Market Research.pdf | 336.2 KB | ||
| 6 - A framework for problem solving with AI in MR.mp4 | 79.7 MB | ||
| 6 - Activity Part 6 Model training and evaluation pt.1 (regression) - Activity 6 - Model training and evaluation - regression.ipynb | 17.8 KB | ||
| 6 - Activity Part 6 Model training and evaluation pt.1 (regression).mp4 | 80.9 MB | ||
| 6 - Generative AI and tasks - Generative AI and Tasks - Foundations in AI for Market Research.pdf | 518.8 KB | ||
| 6 - Generative AI and tasks.mp4 | 51.1 MB | ||
| 6 - Structured Data - Structured Data - Foundations in AI for Market Research.pdf | 662.5 KB | ||
| 6 - Structured Data.mp4 | 29.6 MB | ||
| 6 - Unpacking research objectives with AI.mp4 | 115.6 MB | ||
| 7 - Activity Part 7 Model training and evaluation pt.1 (classification) - Activity 7 - Model training and evaluation - classification.ipynb | 104.3 KB | ||
| 7 - Activity Part 7 Model training and evaluation pt.1 (classification).mp4 | 68.8 MB | ||
| 7 - Tips for conducting better market research.mp4 | 30.2 MB | ||
| 7 - Unpacking qualitative data.mp4 | 97.8 MB | ||
| 8 - Activity Part 8 Feature importance and trees - Activity 8 - Feature importance and trees.ipynb | 509.8 KB | ||
| 8 - Activity Part 8 Feature importance and trees.mp4 | 56.8 MB | ||
| 8 - Types of market research tools - Types of market research tools - Foundations in AI for Market Research.pdf | 278.5 KB | ||
| 8 - Types of market research tools.mp4 | 88 MB | ||
| 8 - Unstructured Data - Unstructured Data - Foundations in AI for Market Research.pdf | 360.8 KB | ||
| 8 - Unstructured Data.mp4 | 24.6 MB | ||
| 9 - Common tools in market research - Common tools in market research - Foundations in AI for Market Research.pdf | 1.2 MB | ||
| 9 - Common tools in market research.mp4 | 113 MB | ||
| 9 - Other Data Types - Other Data Types - Foundations in AI for Market Research.pdf | 349.6 KB | ||
| 9 - Other Data Types.mp4 | 15.3 MB | ||
| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 96 total files | |||
AI & Machine Learning Foundations in Market Research
https://WebToolTip.com
Published 10/2025
Created by Stephen Tracy,Gary Ang
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 55 Lectures ( 5h 39m ) | Size: 3.75 GB
Master AI & ML frameworks that automate tasks, uncover insights, and future-proof a career in market research
What you'll learn
Understand market research foundations
Differences between qualitative and qualitative methods and data
What is AI and ML
How to solve problems in researching using AI/ML
A framework for problem solving in research through AI
Prompt engineering for market research
How to automate highly manual tasks in research through AI/ML
Requirements
No pre-requisites
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| 483.5 MB | freecoursewb | 1 week | 15 | 3 | |
| 2.8 GB | freecoursewb | 1 week | 46 | 16 | |
| 2.3 GB | freecoursewb | 1 week | 1 | 2 |
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