Learn The
Fundamentals of AI
No Code, No Math
Learn the Fundamentals of AI with Ayushman
No Code, No Maths
Learn The Fundamentals of AI with Ayushman
No Code, No Maths
Are you a non-tech professional who is curious about AI and wants to learn the fundamentals, but feels overwhelmed by complex technical explanations or doesn't know where to start? You are in the right place.
In this masterclass, I will demystify the foundational workings of AI in just 90 minutes.
Are you a non-tech professional who is curious about AI and wants to learn the fundamentals, but feels overwhelmed by complex technical explanations or doesn't know where to start? You are in the right place.
In this masterclass, I will demystify the foundational workings of AI in just 90 minutes.
Learn The Fundamentals of AI
No Code, No Maths
Are you a non-tech professional who is curious about AI and wants to learn the fundamentals, but feels overwhelmed by complex technical explanations or doesn't know where to start? You are in the right place.
In this masterclass, I will demystify the foundational workings of AI in just 90 minutes.
Do You Understand How AI Works?
Do You Understand How AI Works?
Every day, new AI breakthroughs are announced, but most non-technical professionals can’t confidently answer fundamental questions like: What does an AI look like? How does it actually get trained? What connects the history of AI to today’s LLMs?
I have designed this 90 minutes masterclass so that you can bypass the fluff and get the concise, deep understanding you need to talk about AI with confidence.
Do You Understand How AI Works?
Every day, new AI breakthroughs are announced, but most non-technical professionals can’t confidently answer fundamental questions like: What does an AI look like? How does it actually get trained? What connects the history of AI to today’s LLMs?
I have designed this 90 minutes masterclass so that you can bypass the fluff and get the concise, deep understanding you need to talk about AI with confidence.
This is a non-technical entry point that provides a solid foundation before you dive into any tools or complex concepts.
Do You Understand How AI Works?
Most AI courses today are inherently complex and requires advanced coding skills or a strong mathematical foundation.
That is why I have designed this three hour masterclass which does not require any coding or maths. Plus, you don't need to have any prior AI knowledge either. This is perfect for leaders who want to be well versed with AI.
This is a non-technical entry point that provides a solid foundation before you dive into any tools or complex concepts.
This Masterclass is NOT About
This Masterclass is NOT About
How to Use AI Tools
I will not cover tool tutorials, shortcuts, or features of products like ChatGPT.
Prompt Engineering
This session will not teach you how to write better prompts
Advanced Coding or Math
All concepts are intentionally oversimplified for non-technical clarity
The Full 90-Minute Curriculum
The Full
90-Minute Curriculum
The Full 90-Minute Curriculum
The Full
90-Minute Curriculum
Module 1
The AI Cold War
What is AI and the decades-long battle between two groups of AI researchers.
Module 2
Artificial Neural Networks
What an AI looks like. Breaking down the Artificial Neuron, the concept of layered pattern recognition, and how layers of numbers become the AI.
Module 3
Training Data
How all data (text, images, video, etc.) is perceived by AI, and the critical difference between raw data and "intelligence".
Module 4
The Learning Algorithm
How AI learns to be "smart". The genius of Backpropagation, the Forward and Backward Pass game, and the tricks used to prevent hallucination.
Module 5
Large Language Models (LLMs)
From Narrow to General Intelligence. The 2012 "Big Bang", the Pre-training/Fine-tuning formula, the Transformer (the 'T' in ChatGPT), and the power of Next Word Prediction.
Module 6
Artificial General Intelligence (AGI)
The Race to AGI. The GPT scaling formula, the role of RLHF (Reinforcement Learning from Human Feedback) in controlling AI, and a look at what the next decade of AI holds.
About Me
Hi, I'm Ayushman Dash, an AI leader, builder, and ex-founder. I’m currently the Head of Data & AI at Jus Mundi, an international legal-tech company in Paris that’s transforming how lawyers, researchers, and institutions access international law.
Before that I was the founder and CEO of NeuralSpace, where we empowered humans to be creative at scale using AI. With over a decade of experience as an AI research scientist in Germany, Canada, and India, I have led impactful collaborations with over 25 companies in more than a decade, and $3 million in funding for NeuralSpace.
Through all this, I have designed and architected large-scale AI projects, led and contributed to RFPs, handled compliance processes for ISO and GDPR certifications, and worked on fundraising, acquisitions, tech due diligence, and much more. Most importantly, I have helped numerous non-tech professionals understand and utilize AI for exponential returns.
While I am proud to say that I have learnt most of this through suffering (as Mark Zuckerberg says), I have realized the value of effective mentorship and the time, money, and effort it could have saved me.
But learning doesn't have to be painful. That is exactly why I want to help you so that you can succeed in any AI initiative that you undertake and lead with confidence.
About Me
Hi, I'm Ayushman Dash, an AI leader, builder, and ex-founder. I’m currently the Head of Data & AI at Jus Mundi, an international legal-tech company in Paris that’s transforming how lawyers, researchers, and institutions access international law.
Before that I was the founder and CEO of NeuralSpace, where we empowered humans to be creative at scale using AI. With over a decade of experience as an AI research scientist in Germany, Canada, and India, I have led impactful collaborations with over 25 companies in more than a decade, and $3 million in funding for NeuralSpace.
Through all this, I have designed and architected large-scale AI projects, led and contributed to RFPs, handled compliance processes for ISO and GDPR certifications, and worked on fundraising, acquisitions, tech due diligence, and much more. Most importantly, I have helped numerous non-tech professionals understand and utilize AI for exponential returns.
While I am proud to say that I have learnt most of this through suffering (as Mark Zuckerberg says), I have realized the value of effective mentorship and the time, money, and effort it could have saved me.
But learning doesn't have to be painful. That is exactly why I want to help you so that you can succeed in any AI initiative that you undertake and lead with confidence.
About Me
Hi, I'm Ayushman Dash, an AI leader, builder, and ex-founder. I’m currently the Head of Data & AI at Jus Mundi, an international legal-tech company in Paris that’s transforming how lawyers, researchers, and institutions access international law.
Before that I was the founder and CEO of NeuralSpace, where we empowered humans to be creative at scale using AI. With over a decade of experience as an AI research scientist in Germany, Canada, and India, I have led impactful collaborations with over 25 companies in more than a decade, and $3 million in funding for NeuralSpace.
Through all this, I have designed and architected large-scale AI projects, led and contributed to RFPs, handled compliance processes for ISO and GDPR certifications, and worked on fundraising, acquisitions, tech due diligence, and much more. Most importantly, I have helped numerous non-tech professionals understand and utilize AI for exponential returns.
While I am proud to say that I have learnt most of this through suffering (as Mark Zuckerberg says), I have realized the value of effective mentorship and the time, money, and effort it could have saved me.
But learning doesn't have to be painful. That is exactly why I want to help you so that you can succeed in any AI initiative that you undertake and lead with confidence.
About Me
Hi, I'm Ayushman Dash, an AI leader, builder, and ex-founder. I’m currently the Head of Data & AI at Jus Mundi, an international legal-tech company in Paris that’s transforming how lawyers, researchers, and institutions access international law.
Before that I was the founder and CEO of NeuralSpace, where we empowered humans to be creative at scale using AI. With over a decade of experience as an AI research scientist in Germany, Canada, and India, I have led impactful collaborations with over 25 companies in more than a decade, and $3 million in funding for NeuralSpace.
Through all this, I have designed and architected large-scale AI projects, led and contributed to RFPs, handled compliance processes for ISO and GDPR certifications, and worked on fundraising, acquisitions, tech due diligence, and much more. Most importantly, I have helped numerous non-tech professionals understand and utilize AI for exponential returns.
While I am proud to say that I have learnt most of this through suffering (as Mark Zuckerberg says), I have realized the value of effective mentorship and the time, money, and effort it could have saved me.
But learning doesn't have to be painful. That is exactly why I want to help you so that you can succeed in any AI initiative that you undertake and lead with confidence.
Read What People Have to Say
“Ayushman has the ability to understand the strategy and technical requirements needed to implement some of most challenging AI projects. I was fortunate to work with him on several projects where he could distill complex concepts to non technical team members.”
“Ayushman isn’t just an AI expert—he’s a leader who knows how to turn ideas into action. His ability to navigate challenges and push boundaries was instrumental in our journey at NeuralSpace.”
“Lucky to have Ayushman as my mentor! Under his leadership at NeuralSpace, I gained AI fundamentals and helped ship multiple AI SaaS products. His clarity, vision, and human-centric approach truly skyrocketed my career. An inspiring leader and innovator!”
“I have had the privilege of one-on-one masterclass with Ayushman, and it was nothing short of transformative. His approach to problem-solving with AI is not only practical but absolutely vital in today’s day and age, where embracing AI isn’t just an advantage—it’s a necessity.”
“I’ve learned so much about AI from Ayushman. He possesses incredible clarity of thought and can explain difficult concepts with the simplest of analogies. I’ve interacted with tons of AI and machine learning scientists in my career but none come close to Ayushma’s ability to convert theoretical R&D experiments into real-life MVPs that create actual customer value.”
“Ayushman’s leadership brought clarity to AI’s complexities. His ability to bridge technical concepts with business impact has been invaluable, equipping me to better position and drive adoption of AI-driven solutions in the B2B space.”
“I had the privilege of working closely with Ayushman for over four years. His clarity in designing and scaling AI systems, along with his exceptional leadership and strategic approach, consistently drove impactful innovation.”
Read What People Have to Say
“Ayushman has the ability to understand the strategy and technical requirements needed to implement some of most challenging AI projects. I was fortunate to work with him on several projects where he could distill complex concepts to non technical team members.”
“Ayushman isn’t just an AI expert—he’s a leader who knows how to turn ideas into action. His ability to navigate challenges and push boundaries was instrumental in our journey at NeuralSpace.”
“Lucky to have Ayushman as my mentor! Under his leadership at NeuralSpace, I gained AI fundamentals and helped ship multiple AI SaaS products. His clarity, vision, and human-centric approach truly skyrocketed my career. An inspiring leader and innovator!”
“I have had the privilege of one-on-one masterclass with Ayushman, and it was nothing short of transformative. His approach to problem-solving with AI is not only practical but absolutely vital in today’s day and age, where embracing AI isn’t just an advantage—it’s a necessity.”
“I’ve learned so much about AI from Ayushman. He possesses incredible clarity of thought and can explain difficult concepts with the simplest of analogies. I’ve interacted with tons of AI and machine learning scientists in my career but none come close to Ayushma’s ability to convert theoretical R&D experiments into real-life MVPs that create actual customer value.”
“Ayushman’s leadership brought clarity to AI’s complexities. His ability to bridge technical concepts with business impact has been invaluable, equipping me to better position and drive adoption of AI-driven solutions in the B2B space.”
“I had the privilege of working closely with Ayushman for over four years. His clarity in designing and scaling AI systems, along with his exceptional leadership and strategic approach, consistently drove impactful innovation.”
Read What People Have to Say
“Ayushman has the ability to understand the strategy and technical requirements needed to implement some of most challenging AI projects. I was fortunate to work with him on several projects where he could distill complex concepts to non technical team members.”
“Ayushman isn’t just an AI expert—he’s a leader who knows how to turn ideas into action. His ability to navigate challenges and push boundaries was instrumental in our journey at NeuralSpace.”
“Lucky to have Ayushman as my mentor! Under his leadership at NeuralSpace, I gained AI fundamentals and helped ship multiple AI SaaS products. His clarity, vision, and human-centric approach truly skyrocketed my career. An inspiring leader and innovator!”
“I have had the privilege of one-on-one masterclass with Ayushman, and it was nothing short of transformative. His approach to problem-solving with AI is not only practical but absolutely vital in today’s day and age, where embracing AI isn’t just an advantage—it’s a necessity.”
“I’ve learned so much about AI from Ayushman. He possesses incredible clarity of thought and can explain difficult concepts with the simplest of analogies. I’ve interacted with tons of AI and machine learning scientists in my career but none come close to Ayushma’s ability to convert theoretical R&D experiments into real-life MVPs that create actual customer value.”
“Ayushman’s leadership brought clarity to AI’s complexities. His ability to bridge technical concepts with business impact has been invaluable, equipping me to better position and drive adoption of AI-driven solutions in the B2B space.”
“I had the privilege of working closely with Ayushman for over four years. His clarity in designing and scaling AI systems, along with his exceptional leadership and strategic approach, consistently drove impactful innovation.”
Read What People Have to Say
“Ayushman has the ability to understand the strategy and technical requirements needed to implement some of most challenging AI projects. I was fortunate to work with him on several projects where he could distill complex concepts to non technical team members.”
“Ayushman isn’t just an AI expert—he’s a leader who knows how to turn ideas into action. His ability to navigate challenges and push boundaries was instrumental in our journey at NeuralSpace.”
“Lucky to have Ayushman as my mentor! Under his leadership at NeuralSpace, I gained AI fundamentals and helped ship multiple AI SaaS products. His clarity, vision, and human-centric approach truly skyrocketed my career. An inspiring leader and innovator!”
“I have had the privilege of one-on-one masterclass with Ayushman, and it was nothing short of transformative. His approach to problem-solving with AI is not only practical but absolutely vital in today’s day and age, where embracing AI isn’t just an advantage—it’s a necessity.”
“I’ve learned so much about AI from Ayushman. He possesses incredible clarity of thought and can explain difficult concepts with the simplest of analogies. I’ve interacted with tons of AI and machine learning scientists in my career but none come close to Ayushma’s ability to convert theoretical R&D experiments into real-life MVPs that create actual customer value.”
“Ayushman’s leadership brought clarity to AI’s complexities. His ability to bridge technical concepts with business impact has been invaluable, equipping me to better position and drive adoption of AI-driven solutions in the B2B space.”
“I had the privilege of working closely with Ayushman for over four years. His clarity in designing and scaling AI systems, along with his exceptional leadership and strategic approach, consistently drove impactful innovation.”
