10 Days of No Code Artificial Intelligence Bootcamp

Build 10 AI projects in 10 days without coding using Google Teachable Machines, DataRobot, AWS Autopilot, and Vertex AI

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174

179 Students

Last update: 2024-10-03

English

Author: Carla Polo

What you’ll learn

Build, train, test and deploy 10 AI/ML models in 10 days without writing any code.

Build, train, test and deploy AI models to classify fashion items using Google Teachable Machine.

Visualize State-of-the-Art Artificial Intelligence Models Using Tensorspace JS, Google Tensorflow Playground and Ryerson 3D CNN Visualizations.

Explain the difference between learning rate, epochs, batch size, accuracy, and loss.

Build, train and deploy advanced AI to detect Diabetic Retinopathy disease using DataRobot AI.

Leverage the power of AI to solve regression tasks and predict used car prices using DataRobot AI.

Evaluate trained AI models using various KPIs such as confusion matrix, classification accuracy, and error rate.

Understand the theory and intuition behind Residual Neural Networks (ResNets), a state-of-the-art deep NNs that are widely adopted in several industries.

Understand the impact of classifier threshold on False Positive Rate (Fallout) and True Positive Rate (Sensitivity).

Predict employee attrition based on their features such as employee engagement, distance from home, job satisfaction using DataRobot AI.

Requirements

Supervised, Unsupervised, and Reinforcement Learning.

Importance of data in AI: Quality, quantity, diversity.

Key concepts: Training data, features, labels, algorithms.

Introduction to no-code AI model building platforms.

Basics of computer vision: Object detection, image classification, image segmentation.

Ethical considerations in AI: Privacy, fairness, transparency.

Description

The no-code AI revolution is reshaping the future of Artificial Intelligence! Dive into this transformative wave of code-friendly tools, breaking down barriers and making AI accessible to all.

Course Overview:
Businesses are eager to harness the power of Machine Learning and AI, but the complexities of coding often pose challenges. Enter the game-changer – no-code AI/ML tools. These tools offer swift implementation, lower development costs, and user-friendly interfaces, making AI adoption across sectors like healthcare, finance, marketing, and more a reality.
However, the true potential lies in individuals like you – ready to take charge!

Course Highlights:
- Overcome the intimidation of complex coding in AI.
- Master top no-code tools used in the industry.
- Implement practical ML and AI solutions without an academic coding background.

Why This Course?:
If you answered "Yes" to any of the questions above, this course is tailor-made for you. Led by our best-selling instructor, Dr. Ryan Ahmed, you'll explore and apply the latest no-code tools in the market.

Featured Tools:
1. Google Teachable Machine
2. Google TensorFlow Playground
3. DataRobot
4. AWS SageMaker Autopilot
5. Google Vertex AI
6. Tensorspace.JS

What You'll Achieve:
Complete 10 professional projects in just 10 days, solving industry challenges across finance, human resources, business, and more.

Project Highlights:
1. Develop a fashion element classifier using Google Teachable Machines.
2. Fine-tune AI technicalities and network architecture.
3. Detect and classify face masks using Google Teachable Machines.
4. Visualize AI models using Tensorspace.JS and Google Tensorflow Playground.
5. Predict used car prices with DataRobot.6. Predict employee attrition rate with DataRobot.
7. Detect Diabetic Retinopathy Disease with DataRobot.
8. Predict customer sentiment from text.
9. Predict credit card default with AWS SageMaker Autopilot.
10. Predict university admission with Google Vertex AI.

Ready to Transform Your AI Skills?
Enroll now and embark on an exhilarating 10-day journey, mastering the power of no-code AI tools under the guidance of industry expert Dr. Ryan Ahmed. Challenge yourself with practical projects and experience the future of AI without the complexity of coding.