AI for real impact

AI Technicals like I’m 10

Stop being a spectator in the AI revolution. Start understanding the engine under the hood.Understand the machine without the math.

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Understand the machine without the math.
600min of learning joy
EnglishCourse conducted in English
20Total 20 sessions, 30 min each

Why this course

We believe you don’t need a PhD to understand how a Neural Network thinks. Our unique “Cognitive Gentle” approach uses five core pillars:

01

Zero Jargon

No assumed technical background. We speak human.

02

Intuition First

We teach the “Why” before the “Math.”

You build your first models here!
03

Touch the Tech

You won’t just watch videos; you’ll use real models and browser-based tools.

04

No Costs

Every tool we use is free and runs in your browser – no expensive hardware needed.

05

The Transition

We move you slowly from seeing to touching to building.

Billion Hopes – AI for Beginners, Non-technical Professionals & Strategists

Course structure

This course is for learners and professionals across the globe, now suddenly confronted with the rising AI tide. It will power you up with the basic technical competence of AI.

We cover the technical basics of AI in 20 beautifully crafted lectures, that any non-technical student can follow immediately.

Focus is clear: Take the first step in destroying your “AI fear”. Time to confidently invest in a Course built on theory + practical tools. No prior deep technical or AI knowledge needed. Course conducted in English.

Will I build anything real, or is this all theory: Every module (see roadmap below) ends with a “Touch the Tech” session. You will build a spam filter, an image recognition model, and even a simple task-based AI agent by the end of the 20 lectures.

You can take this Course independently, or as part of the “Like I’m 10 Bundle”.

Course priorities

This course focuses on teaching you the technical aspect of AI and Machine Learning from the absolute beginner level. It helps you find your feet in the technical landscape, from which you can later go as deep as required. We help you begin your journey.

Course conducted in English

The entire course is delivered in English for clear and easy understanding. Designed to suit learners worldwide.

Total 20 sessions, 30 min each

This course includes 20 sessions, each 30 minutes long. Learn step-by-step without feeling overwhelmed.

Lectures for real impact

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01–05
01

What Is Intelligence (Human vs Machine)?

02

Data: The Food of AI

03

From Rules to Learning

04

Your First ML Model (No Coding Yet)

05

Inside a Machine Learning Model

06–10
06

Building a Real ML Model (End-to-End)

07

Model Evaluation Without Fear

08

When ML Breaks

09

Why Neural Networks Exist

10

Anatomy of a Neural Network

11–15
11

Training a Real Neural Network

12

Deep Learning in the Real World

13

From Predicting to Generating

14

How Language Models Actually Work

15

Prompting Is Not Magic

16–20
16

Multimodal AI (Text, Image, Audio)

17

Reinforcement Learning Made Human

18

What Are AI Agents Really?

19

Building a Simple Agent (Safely)

20

Becoming an AI-Literate Human

Your AI mentor – Sandeep Manudhane ‘Sandy’
30+Years experience

AI for real impact

Your AI mentor – Sandeep Manudhane ‘Sandy’

01 / 03
  1. 01

    This full course is crafted and delivered by AI Mentor Sandy (Sandeep Manudhane)

  2. 02

    Sandy is an engineer trained at the Indian Institute of Technology (IIT) Delhi

  3. 03

    A top-ranking student all through his academic life, he made it to all the prestigious IIMs in 1990s

  4. 04

    Built several successful education enterprises in more than three decades of a career dedicated to education, mentoring and entrepreneurship

  5. 05

    Trained several hundred thousands across India, and the world, for various exams, subjects and as part of development programmes, offline and online

  1. 06

    Sandy’s direct teaching experience spans more than 40,000 hours

  2. 07

    His competencies range from simplifying complexities in teaching, building systems and processes for large operations, creating training processes for consistency and high-quality, building high-value courses and programmes for learners of different age groups, and integrating diverse streams of knowledge into a holistic one

  3. 08

    Sandy’s decade-long love affair with all things AI has taken him diving deep into the multiple dimensions of artificial intelligence – technical, non-technical and strategic

  4. 09

    He brings a unique combination of teaching ability, business acumen and strategic vision in one place. Check his qualifications here

  5. 10

    He believes in “AI for real impact” which means AI mentoring and education without the silly hype and dangerous snake-oil nonsense, but one that stays sharply focused on what AI can do for businesses in the real world

  1. 11

    Sandy’s focus is always to find what value any AI or Machine Learning (ML) project builds for the users, beyond the shiny headlines and the useless false promises of instant hyper-performance

  2. 12

    His personal passion reflects in a library that includes thousands of books, with a rich collection of AI literature – books, text books, and technical papers

  3. 13

    He has crafted this course with tremendous love and passion, to help professionals who wish to fruitfully participate in the AI revolution unfolding now

  4. 14

    Sandy firmly believes non-technology professionals and ‘AI beginners’ can do wonders with AI given the right training that demystifies hard tech jargon in a business context, something totally missing today

  5. 15

    His interests involve reading across disciplines, playing the guitar, travelling the world, and riding bikes

Build a confident grip on technicals

AI Technicals Like I’m 10 – Understand the machine without the math.

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01Why is it called ‘AI Technicals like I’m 10’
Because the course is for anyone who knows absolutely nothing about technical aspects of AI and Machine Learning, and needs the first technical hand-holding. People of all professions and age groups are welcome, 8 or 80, 25 or 65! Yes, even if your are in your 50s or 60s, you can start right away. All it needs is the first step. You’ll surprise yourself with the results!
02What does this mean – Understand the machine without the math
This is for the beginner stage in AI and Machine Learning education. It will help you build your first small ML model and train your first Neural Network. It will open a technical window without any fear of intense mathematics involved. This will be your first technical exposure to AI and ML.
03Do I really need to be a “math genius” to take this course
Absolutely not. One of the most common myths is that you need advanced calculus or linear algebra to start learning AI. While these concepts power AI, modern tools handle the heavy lifting for you. We focus on the intuition behind the math so you can understand the logic without doing the long division.
04Is coding required? I’ve never written a line of Python.
No coding experience is necessary to succeed here. We use “no-code” and “low-code” tools like Google Teachable Machine and pre-configured Google Colab notebooks where you simply click “Play” to see the magic happen.
05What technical knowledge do I need
No prior technical knowledge needed for this course. Students can be from any academic or social or work backgrounds, as mentioned above. As you move ahead in life armed with this knowledge, you may want to dive deeper into the technical aspects later. This course has a practical focus.
06What tools will I actually use
You will work with real-world platforms used by professionals, including:
Google Colab: For running AI models in your browser.
Teachable Machine: To train your own image and sound classifiers.
Neural Network Playgrounds: To visually “see” how deep learning layers work.
07Will I build anything real, or is this all theory
Every module ends with a “Touch the Tech” session. You will build a spam filter, an image recognition model, and even a simple task-based AI agent by the end of the 20 lectures.
08Do I need a powerful computer or expensive hardware
No. You can start your AI journey with just a regular laptop and a web browser. We leverage free cloud-based resources so you don’t have to spend a cent on hardware.
09Why should a non-technical person learn “technicals”
Understanding the “why” allows you to spot AI hallucinations and biases that others might miss. It helps you communicate fluently with developers and ensures you aren’t fooled by marketing hype.
10Will AI replace my job if I don’t learn this
AI is unlikely to replace people altogether, but it will certainly change how we work. Learning AI gives you a significant competitive advantage by allowing you to automate repetitive tasks and focus on creative, strategic work.
11What kind of English does the mentor use
The mentor, with more than three decades of expert teaching experience, uses simple and understandable English. Downloadable notes provided for each lecture.
12What does the mentor help me get from this course
He helps you build foundational understanding on technical aspects of AI, supports your exploration process, and helps decide your future course of action.
13What are the deliverables
1. Beautifully crafted 20 video lectures of 30 min each
2. Very empathetically crafted course, purely for beginners
3. Study material PDFs for each session (downloadable)
4. Tests for each session to solve online
5. Six months’ unlimited access to entire course
6. A ‘certificate of completion’ issued by Billion Hopes, upon successful completion of the course. This is not a degree or diploma, but a certificate of participation and completion.
7. A clear exposure to the vast range of modern AI and Machine Learning.
14Do I need to do any other course prior to this
No. This is a standalone course that doesn’t need any other.
But we recommend you do all the AI Primer courses to get a full view of AI. A bundled offer is available.
15Is AI “intelligent” or “alive” like in the movies
No. AI doesn’t “think” or “feel” human emotions; it is a sophisticated system that identifies patterns in data to calculate the most likely next step. Demystifying this “magic” is a core goal of the course.

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Your first strong technical step

AI Technicals Like I’m 10 – Understand the machine without the math.

Enroll now Raise Enquiry
AI Technicals like I’m 10Understand the machine without the math.
Enroll now Raise Enquiry