[ WebToolTip.com ] Udemy - AI and Machine Learning Foundations in Market Research

• [ WebToolTip.com ] Udemy - AI and Machine Learning Foundations in Market Research
• ~Get Your Files Here !/1 - Introduction/1 - About the instructors.mp4 74.9 MB
• ~Get Your Files Here !/1 - Introduction/2 - What this course will cover.mp4 29 MB
• ~Get Your Files Here !/10 - Hands-on Activity #2 Building an LLM Powered App/1 - Files for activity - Exercise_9_11_Building_a_LLM_enabled_App_with_Gradio.ipynb 52.8 KB
• ~Get Your Files Here !/10 - Hands-on Activity #2 Building an LLM Powered App/1 - Files for activity.html 233 B
• ~Get Your Files Here !/10 - Hands-on Activity #2 Building an LLM Powered App/2 - Intro to Hugging Face and Gradio.mp4 61.1 MB
• ~Get Your Files Here !/10 - Hands-on Activity #2 Building an LLM Powered App/3 - Creating a prompt-driven persona generator.mp4 92 MB
• ~Get Your Files Here !/10 - Hands-on Activity #2 Building an LLM Powered App/4 - Building an interface and running the app.mp4 122.8 MB
• ~Get Your Files Here !/2 - Getting Started/1 - Course technical requirements.mp4 12.9 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/1 - What is market research - Brief intro to market research - Foundations in AI for Market Research.pdf 1.7 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/1 - What is market research.mp4 24.5 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/10 - Research project stages.mp4 27.7 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/2 - Why do market research.mp4 21.5 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/3 - Research methodologies.mp4 54.9 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/4 - How quant and qual research are different.mp4 50.4 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/5 - Defining your research objective - Defining your research objective - Foundations in AI for Market Research.pdf 335.9 KB
• ~Get Your Files Here !/3 - Introduction to Market Research/5 - Defining your research objective.mp4 62.5 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/6 - Unpacking research objectives with AI.mp4 115.6 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/7 - Tips for conducting better market research.mp4 30.2 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/8 - Types of market research tools - Types of market research tools - Foundations in AI for Market Research.pdf 278.5 KB
• ~Get Your Files Here !/3 - Introduction to Market Research/8 - Types of market research tools.mp4 88 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/9 - Common tools in market research - Common tools in market research - Foundations in AI for Market Research.pdf 1.2 MB
• ~Get Your Files Here !/3 - Introduction to Market Research/9 - Common tools in market research.mp4 113 MB
• ~Get Your Files Here !/4 - Market Research & AIML/1 - Beyond the AI hype - Beyond the AI Hype - Foundations in AI for Market Research.pdf 817.3 KB
• ~Get Your Files Here !/4 - Market Research & AIML/1 - Beyond the AI hype.mp4 39.5 MB
• ~Get Your Files Here !/4 - Market Research & AIML/2 - AI tools - AI Tools - Foundations in AI for Market Research.pdf 767 KB
• ~Get Your Files Here !/4 - Market Research & AIML/2 - AI tools.mp4 35.7 MB
• ~Get Your Files Here !/4 - Market Research & AIML/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
• ~Get Your Files Here !/4 - Market Research & AIML/3 - What is role of AI in market research.mp4 71.4 MB
• ~Get Your Files Here !/4 - Market Research & AIML/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
• ~Get Your Files Here !/4 - Market Research & AIML/4 - When using AI in market research goes wrong.mp4 93.6 MB
• ~Get Your Files Here !/4 - Market Research & AIML/5 - Prompt engineering for market research - Prompt engineering for market research - Foundations in AI for Market Research.pdf 390.3 KB
• ~Get Your Files Here !/4 - Market Research & AIML/5 - Prompt engineering for market research.mp4 62.1 MB
• ~Get Your Files Here !/4 - Market Research & AIML/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
• ~Get Your Files Here !/4 - Market Research & AIML/6 - A framework for problem solving with AI in MR.mp4 79.7 MB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/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
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/1 - Exploring different types of data in market research.mp4 103 MB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/10 - Common challenges based on types of data - Common challenges based on types of data - Foundations in AI for Market Research.pdf 1 MB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/10 - Common challenges based on types of data.mp4 103.4 MB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/2 - Data and AI - Data and AI - Foundations in AI for Market Research.pdf 755.3 KB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/2 - Data and AI.mp4 61.4 MB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/3 - Data types and AI methods.mp4 104.2 MB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/4 - Comparing Structured and Unstructured Data - Comparing Structured and Unstructured Data - Foundations in AI for Market Research.pdf 697 KB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/4 - Comparing Structured and Unstructured Data.mp4 58.6 MB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/5 - Unpacking quantitative data.mp4 81.4 MB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/6 - Structured Data - Structured Data - Foundations in AI for Market Research.pdf 662.5 KB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/6 - Structured Data.mp4 29.6 MB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/7 - Unpacking qualitative data.mp4 97.8 MB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/8 - Unstructured Data - Unstructured Data - Foundations in AI for Market Research.pdf 360.8 KB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/8 - Unstructured Data.mp4 24.6 MB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/9 - Other Data Types - Other Data Types - Foundations in AI for Market Research.pdf 349.6 KB
• ~Get Your Files Here !/5 - Data Types & Structures in Market Research/9 - Other Data Types.mp4 15.3 MB
• ~Get Your Files Here !/6 - Problem Solving & Tasks/1 - Identifying AI opportunities in market research - Identifying new opportunities in MR with AI - Foundations in AI for Market Research.pdf 1.6 MB
• ~Get Your Files Here !/6 - Problem Solving & Tasks/1 - Identifying AI opportunities in market research.mp4 172 MB
• ~Get Your Files Here !/6 - Problem Solving & Tasks/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
• ~Get Your Files Here !/6 - Problem Solving & Tasks/2 - Applying a task driven approach to market research when using AI.mp4 91.5 MB
• ~Get Your Files Here !/6 - Problem Solving & Tasks/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
• ~Get Your Files Here !/6 - Problem Solving & Tasks/3 - Real world examples of using AI in market research.mp4 103.9 MB
• ~Get Your Files Here !/6 - Problem Solving & Tasks/4 - Demo Deep Research with Gemini.mp4 174.8 MB
• ~Get Your Files Here !/6 - Problem Solving & Tasks/5 - Tasks and AI - Tasks and AI - Foundations in AI for Market Research.pdf 728.6 KB
• ~Get Your Files Here !/6 - Problem Solving & Tasks/5 - Tasks and AI.mp4 49.7 MB
• ~Get Your Files Here !/6 - Problem Solving & Tasks/6 - Generative AI and tasks - Generative AI and Tasks - Foundations in AI for Market Research.pdf 518.8 KB
• ~Get Your Files Here !/6 - Problem Solving & Tasks/6 - Generative AI and tasks.mp4 51.1 MB
• ~Get Your Files Here !/7 - AI & Models/1 - AI and Models - AI and Models - Foundations in AI for Market Research.pdf 371.1 KB
• ~Get Your Files Here !/7 - AI & Models/1 - AI and Models.mp4 52.9 MB
• ~Get Your Files Here !/7 - AI & Models/2 - Supervised to Unsupervised AI - Supervised to Unsupervised AI - Foundations in AI for Market Research.pdf 493.8 KB
• ~Get Your Files Here !/7 - AI & Models/2 - Supervised to Unsupervised AI.mp4 40.6 MB
• ~Get Your Files Here !/7 - AI & Models/3 - Framework for Understanding AI Models - Framework for Understanding AI Models - Foundations in AI for Market Research.pdf 646.2 KB
• ~Get Your Files Here !/7 - AI & Models/3 - Framework for Understanding AI Models.mp4 45.8 MB
• ~Get Your Files Here !/7 - AI & Models/4 - More ML Models - More ML Models - Foundations in AI for Market Research.pdf 641.3 KB
• ~Get Your Files Here !/7 - AI & Models/4 - More ML Models.mp4 51.7 MB
• ~Get Your Files Here !/7 - AI & Models/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
• ~Get Your Files Here !/7 - AI & Models/5 - How does AI relate to more traditional techniques.mp4 37.2 MB
• ~Get Your Files Here !/8 - AI Methods & Architectures/1 - Introduction to Deep Learning Models - Introduction to Deep Learning Models - Foundations in AI for Market Research.pdf 685 KB
• ~Get Your Files Here !/8 - AI Methods & Architectures/1 - Introduction to Deep Learning Models.mp4 44.8 MB
• ~Get Your Files Here !/8 - AI Methods & Architectures/2 - Diving into Deep Learning - Diving into Deep Learning - Foundations in AI for Market Research.pdf 753.2 KB
• ~Get Your Files Here !/8 - AI Methods & Architectures/2 - Diving into Deep Learning.mp4 53.6 MB
• ~Get Your Files Here !/8 - AI Methods & Architectures/3 - Diving into Generative AI - Diving into Generative AI - Foundations in AI for Market Research.pdf 684.2 KB
• ~Get Your Files Here !/8 - AI Methods & Architectures/3 - Diving into Generative AI.mp4 47.8 MB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/1 - Activity Part 1 Introduction to notebook and data loading - Activity 1 - Introduction and Data Loading.ipynb 4.5 KB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/1 - Activity Part 1 Introduction to notebook and data loading.mp4 91.9 MB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/2 - Activity Part 2 Exploratory data analysis - Activity 2 - Exploratory Data Analysis.ipynb 1.4 MB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/2 - Activity Part 2 Exploratory data analysis.mp4 155.2 MB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/3 - Activity Part 3 Linear regression - Activity 3 - Linear regression from scratch.ipynb 187.5 KB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/3 - Activity Part 3 Linear regression.mp4 76.3 MB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/4 - Activity Part 4 Logistic regression and classification - Activity 4 - Logistic regression and classification.ipynb 301.7 KB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/4 - Activity Part 4 Logistic regression and classification.mp4 152.3 MB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/5 - Activity Part 5 Building a pipeline - Activity 5 - Building the pipeline.ipynb 12.4 KB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/5 - Activity Part 5 Building a pipeline.mp4 78.1 MB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/6 - Activity Part 6 Model training and evaluation pt.1 (regression) - Activity 6 - Model training and evaluation - regression.ipynb 17.8 KB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/6 - Activity Part 6 Model training and evaluation pt.1 (regression).mp4 80.9 MB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/7 - Activity Part 7 Model training and evaluation pt.1 (classification) - Activity 7 - Model training and evaluation - classification.ipynb 104.3 KB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/7 - Activity Part 7 Model training and evaluation pt.1 (classification).mp4 68.8 MB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/8 - Activity Part 8 Feature importance and trees - Activity 8 - Feature importance and trees.ipynb 509.8 KB
• ~Get Your Files Here !/9 - Hands-on Activity #1 Quantitative Data Exploration/8 - Activity Part 8 Feature importance and trees.mp4 56.8 MB
• ~Get Your Files Here !/Bonus Resources.txt 70 B

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