--- title: "Learning Library | AI Courses, Books + GTM Engineering Resources | Data-Mania" url: https://www.data-mania.com/library/ type: page date: 2026-03-09 modified: 2026-07-02 markdown_url: https://www.data-mania.com/library.md author: "Lillian Pierson, P.E." --- # Learning Library | AI Courses, Books + GTM Engineering Resources | Data-Mania ## Books + Courses That Reflect How I Build Growth Systems ## Explore my books and LinkedIn Learning courses on AI execution, data strategy, and technical foundations. These resources reflect the some of the methods that support my fractional CMO and GTM engineering work. [Browse The Library](#library) ## Category: AI Execution + GTM Engineering ## Courses that show how I design AI-enabled systems, workflows, and execution infrastructure. ## ![](https://www.data-mania.com/wp-content/uploads/2026/03/Automating-Your-Work-with-Custom-GPTs-No-Code-Required.jpg) ## Automating Your Work with Custom GPTs ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/automating-your-work-with-custom-gpts-no-code-required-31006143) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Build-with-AI-Vibe-Coding-a-YouTube-to-Blog-Pipeline-Automation-Tool-with-Windsurf.jpg) ## Build with AI: Vibe Coding a YouTube-to-Blog Pipeline Automation Tool with Windsurf ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/build-with-ai-vibe-coding-a-youtube-to-blog-pipeline-automation-tool-with-windsurf) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Build-with-AI-Create-a-Context-Aware-Multi-Agent-System-Using-LLMs-MCP.jpg) ## Build with AI: Create a Context-Aware Multi-Agent System Using LLMs + MCP ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/build-with-ai-create-a-context-aware-multi-agent-system-using-llms-mcp) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Strategy-to-Action-Build-an-AI-Execution-Copilot-with-OpenAI-AgentKit.jpg) ## Strategy to Action: Build an AI Execution Copilot with OpenAI AgentKit ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/strategy-to-action-build-an-ai-execution-copilot-with-openai-agentkit) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Build-with-AI-Vibe-Code-a-Prompt-Engineering-Agent-to-Drive-LLM-Adoption-1.jpg) ## Build with AI: Vibe Code a Prompt Engineering Agent to Drive LLM Adoption ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/build-with-ai-vibe-code-a-prompt-engineering-agent-to-drive-llm-adoption) ![](https://www.data-mania.com/wp-content/uploads/2026/07/Build-MCP-Apps-With-Claude-Code.jpg) ## Build with AI: MCP Apps with Claude Code ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/mcp-apps-with-claude-code-build-an-interactive-analytics-dashboard/) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Automating-Your-Work-with-Custom-GPTs-No-Code-Required.jpg) ## Automating Your Work with Custom GPTs ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/automating-your-work-with-custom-gpts-no-code-required-31006143) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Build-with-AI-Vibe-Coding-a-YouTube-to-Blog-Pipeline-Automation-Tool-with-Windsurf.jpg) ## Build with AI: Vibe Coding a YouTube-to-Blog Pipeline Automation Tool with Windsurf ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/build-with-ai-vibe-coding-a-youtube-to-blog-pipeline-automation-tool-with-windsurf) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Build-with-AI-Create-a-Context-Aware-Multi-Agent-System-Using-LLMs-MCP.jpg) ## Build with AI: Create a Context-Aware Multi-Agent System Using LLMs + MCP ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/build-with-ai-create-a-context-aware-multi-agent-system-using-llms-mcp) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Strategy-to-Action-Build-an-AI-Execution-Copilot-with-OpenAI-AgentKit.jpg) ## Strategy to Action: Build an AI Execution Copilot with OpenAI AgentKit ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/strategy-to-action-build-an-ai-execution-copilot-with-openai-agentkit) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Build-with-AI-Vibe-Code-a-Prompt-Engineering-Agent-to-Drive-LLM-Adoption-1.jpg) ## Build with AI: Vibe Code a Prompt Engineering Agent to Drive LLM Adoption ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/build-with-ai-vibe-code-a-prompt-engineering-agent-to-drive-llm-adoption) ![](https://www.data-mania.com/wp-content/uploads/2026/07/Build-MCP-Apps-With-Claude-Code.jpg) ## Build with AI: MCP Apps with Claude Code ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/mcp-apps-with-claude-code-build-an-interactive-analytics-dashboard/) ## Why Founders + Teams TRUST These Resources ![](https://www.data-mania.com/wp-content/uploads/2024/05/designedbyalicensedengineer.png) Built by a licensed engineer + GTM strategist And continually updated with iterative improvements on an on-going basis. ![](https://www.data-mania.com/wp-content/uploads/2024/05/educated.png) ~2 MILLION LEARNERS EDUCATED My teaching has helped millions of professionals strengthen their skills in data, AI, and strategy. ![](https://www.data-mania.com/wp-content/uploads/2024/05/educated.png) SEE HOW I THINK Explore the principles behind my GTM Engineering and fractional CMO work. ![](https://www.data-mania.com/wp-content/uploads/2024/05/educated.png) Learn across 3 layers of expertise These books and courses reflect frameworks shaped by hands-on work in AI, growth systems, and data strategy. ![](https://www.data-mania.com/wp-content/uploads/2024/05/educated.png) Build stronger decision-making Use these resources to sharpen how you think about systems, growth, and implementation. ![](https://www.data-mania.com/wp-content/uploads/2024/05/designedbyalicensedengineer.png) Built by a licensed engineer + GTM strategist And continually updated with iterative improvements on an on-going basis. ![](https://www.data-mania.com/wp-content/uploads/2024/05/educated.png) ~2 MILLION LEARNERS EDUCATED My teaching has helped millions of professionals strengthen their skills in data, AI, and strategy. ![](https://www.data-mania.com/wp-content/uploads/2024/05/educated.png) SEE HOW I THINK Explore the principles behind my GTM Engineering and fractional CMO work. ![](https://www.data-mania.com/wp-content/uploads/2024/05/educated.png) Learn across 3 layers of expertise These books and courses reflect frameworks shaped by hands-on work in AI, growth systems, and data strategy. ![](https://www.data-mania.com/wp-content/uploads/2024/05/educated.png) Build stronger decision-making Use these resources to sharpen how you think about systems, growth, and implementation. ![](https://www.data-mania.com/wp-content/uploads/2024/05/designedbyalicensedengineer.png) Built by a licensed engineer + GTM strategist And continually updated with iterative improvements on an on-going basis. ![](https://www.data-mania.com/wp-content/uploads/2024/05/educated.png) ~2 MILLION LEARNERS EDUCATED My teaching has helped millions of professionals strengthen their skills in data, AI, and strategy. ![](https://www.data-mania.com/wp-content/uploads/2024/05/strategyguild.png) See how I think Explore the data & AI principles behind my GTM engineering & fractional CMO work. ![](https://www.data-mania.com/wp-content/uploads/2024/05/flexible.png) Learn across 3 layers of expertise From AI execution to strategic data leadership to technical foundations. ![](https://www.data-mania.com/wp-content/uploads/2024/05/quickstart.png) Build better decisions Use these resources to sharpen how you think about systems, growth, and implementation. ## Category: Strategic Data + AI Leadership ## Resources focused on data foundations, AI readiness, and strategic transformation. ## ![](https://www.data-mania.com/wp-content/uploads/2026/03/Data-AI-Imperative.jpg) ## Data & AI Imperative ## [w/ John Wiley & Sons Inc] [Read The Book](https://amzn.to/4d70ZdQ) ![](https://www.data-mania.com/wp-content/uploads/2026/03/AI-Data-Strategy-Data-Procurement-and-Storage.jpg) ## AI Data Strategy: Data Procurement and Storage ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/ai-data-strategy-data-procurement-and-storage) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Data-AI-Imperative.jpg) ## Data & AI Imperative ## [w/ John Wiley & Sons Inc] [Read The Book](https://amzn.to/4d70ZdQ) ![](https://www.data-mania.com/wp-content/uploads/2026/03/AI-Data-Strategy-Data-Procurement-and-Storage.jpg) ## AI Data Strategy: Data Procurement and Storage ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/ai-data-strategy-data-procurement-and-storage) ## Category: Technical Foundations in Data Science + Machine Learning ## Foundational learning assets that reflect my long-standing technical depth in Python, machine learning, and data science. ## ![](https://www.data-mania.com/wp-content/uploads/2026/03/Data-Science-For-Dummies-3rd-Edition.jpg) ## Data Science For Dummies 3rd Edition ## [w/ John Wiley & Sons Inc] [Read The Book](https://amzn.to/4d7129w) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Python-for-Data-Science-and-Machine-Learning-Essential-Training-Part-1.jpg) ## Python for Data Science Essential Training – Part 1 ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/python-for-data-science-and-machine-learning-essential-training-part-1) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Python-for-Data-Science-and-Machine-Learning-Essential-Training-Part-2.jpg) ## Python for Data Science Essential Training – Part 2 ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/python-for-data-science-and-machine-learning-essential-training-part-2) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Building-a-Recommendation-System-with-Python-Machine-Learning-and-AI.jpg) ## Building Recommendation Systems with Python Machine Learning & AI ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/building-a-recommendation-system-with-python-machine-learning-and-ai) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Data-Science-For-Dummies-3rd-Edition.jpg) ## Data Science For Dummies 3rd Edition ## [w/ John Wiley & Sons Inc] [Read The Book](https://amzn.to/4d7129w) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Python-for-Data-Science-and-Machine-Learning-Essential-Training-Part-1.jpg) ## Python for Data Science Essential Training – Part 1 ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/python-for-data-science-and-machine-learning-essential-training-part-1) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Python-for-Data-Science-and-Machine-Learning-Essential-Training-Part-2.jpg) ## Python for Data Science Essential Training – Part 2 ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/python-for-data-science-and-machine-learning-essential-training-part-2) ![](https://www.data-mania.com/wp-content/uploads/2026/03/Building-a-Recommendation-System-with-Python-Machine-Learning-and-AI.jpg) ## Building Recommendation Systems with Python Machine Learning & AI ## [w/ LinkedIn Learning] [TAKE THE COURSE](https://www.linkedin.com/learning/building-a-recommendation-system-with-python-machine-learning-and-ai) ## Need More that A Course? ## If you want help applying these systems inside your business, explore my fractional CMO and GTM engineering services. [EXPLORE MY SERVICES](https://www.data-mania.com/fractional-cmo-services/) ## WHAT OUR CUSTOMERS ARE SAYING #### "I closed 15 contracts valued at $310K & pre-sold $60K ARR for for my SaaS company." Since March 2020, I closed 15 contracts valued at$310K. I also pre-sold $60K worth of annual contracts for my SaaS company. 67% has been pure profit. ![](https://www.data-mania.com/wp-content/uploads/2024/05/Layer-121.png) ### Kam lee Founder @ Finetooth Analytics #### "I finished the 1st year with $100k in revenue & I should hit $100k this first quarter" It’s been 14 months since joining and I finished the 1st year with $100k in revenue. And, based on where I am going right now, I should hit $100k this quarter. ![](https://www.data-mania.com/wp-content/uploads/2024/05/Layer-122.png) ### JORDAN GOLDMEIER FOUNDER @ ANARCHY DATA #### "I made made 5-figures in consulting & product sales" In 16 months, I doubled my  salary. I grew a LinkedIn  following from 300 to 18,000+ followers, and made 5- figures in  consulting & product sales ![](https://www.data-mania.com/wp-content/uploads/2024/05/Layer-120.png) ### NICHOLAS LOWTHORPE Founder @ Finetooth Analytics #### "I closed 15 contracts valued at $310K & pre-sold $60K ARR for for my SaaS company." Since March 2020, I closed 15 contracts valued at$310K. I also pre-sold $60K worth of annual contracts for my SaaS company. 67% has been pure profit. ![](https://www.data-mania.com/wp-content/uploads/2024/05/Layer-121.png) ### Kam lee Founder @ Finetooth Analytics #### "I finished the 1st year with $100k in revenue & I should hit $100k this first quarter" It's been 14 months since joining and I finished the 1st year with $100k in revenue. And, based on where I am going right now, I should hit $100k this quarter. ![](https://www.data-mania.com/wp-content/uploads/2024/05/Layer-122.png) ### JORDAN GOLDMEIER FOUNDER @ ANARCHY DATA #### "I made made 5-figures in consulting & product sales" In 16 months, I doubled my  salary. I grew a LinkedIn  following from 300 to 18,000+ followers, and made 5- figures in  consulting & product sales ![](https://www.data-mania.com/wp-content/uploads/2024/05/Layer-120.png) ### NICHOLAS LOWTHORPE Founder @ Finetooth Analytics