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
- 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.
- Develop an AI model to detect face masks using Google Teachable Machines.
- Build, train and deploy XGBoost-based algorithm to perform regression tasks using AWS SageMaker Autopilot.
- Learn how to transfer knowledge from a pre-trained Artificial Neural Network to a new network using transfer learning strategy.
- Learn how to train multiple AI models based on XG-Boost, Artificial Neural Networks, Random Forest Classifiers and compare their performance in DataRobot.
- Learn how to use SageMaker Studio AutoML tool to build, train and deploy AI/ML models which requires almost zero coding experience.
- Differentiate between various regression models KPIs such as R2 or coefficient of determination, Mean Absolute Error and Mean Squared error.
- Learn how to build, train, test and deploy advanced machine learning classification models using Google Vertex AI.
- Understand how to leverage the power of AI/ML to predict bank customers credit card default using their features such as interest rates and loan purpose
- Learn how to create a new dataset using Google Vertex AI Develop and manage experiments using Google Vertex AI.
- Understand the theory, intuition, and mathematics behind simple and multiple linear regression and differentiate between various regression models KPIs.
- Deploy the best model after the hyperparameters optimization job is complete and Learn how to assess feature importance and explain model predictions.
- Deploy and monitor AI/ML models and create AI/ML applications with Google Vertex
10 Days of No Code Artificial Intelligence Bootcamp Course Requirements
- The course has no prerequisites and is open to anyone with no or basic programming knowledge. Students who enroll in this course will master AI fundamentals and directly apply these skills to solve real world challenging problems.
10 Days of No Code Artificial Intelligence Bootcamp Course Description
The no-code AI revolution is here! Do you have what it takes to take advantage of this new wave of code-friendly tools paving the way for the future of AI?
Businesses of all sizes want to implement the power of machine learning and artificial intelligence, but the barriers to entry are high. That’s where no-code AI / ML tools are changing the game.
From rapid deployment to lower development costs and ease of use, departments of health, finance, marketing, and more are looking for code-free solutions to deliver impactful solutions.
But innovative as you are, there is nothing without a talent like YOU making the decisions … Want to take advantage of machine learning and artificial intelligence, but are intimidated by the complex coding involved?
Want to master some of the best codeless tools on the market?
Want to implement ML and AI solutions in your business, but don’t have the academic background to understand it?
Yes?! Then this course is for you.
Master the best tools on the market and start solving practical industry scenarios when you enroll in our new course: 10 Days of Codeless Artificial Intelligence Bootcamp
Join our successful instructor, Dr. Ryan Ahmed, and learn how to build, train, test, and implement models that solve 10 practical challenges in finance, HR, business, and more, using these cutting-edge tools:
Google Machine Learning
Google TensorFlow Playground
AWS SageMaker Autopilot
Google Vertex AI
The best part? It will be finished in 10 days or less!
Take a look at the 10 professional projects you will complete:
Day n. # 1: Develop an artificial intelligence model to classify fashion items using Google Teachable Machines.
Day 2: Dig into the technicalities of artificial intelligence by adjusting hyperparameters, epochs, and network architecture.
Day 3: Create, train, test and implement an AI model to detect and classify face masks with Google Teachable Machines.
Day # 4: Visualize cutting-edge AI models using Tensorspace.JS, Google Tensorflow Playground, and Ryerson 3D CNN Visualizations.
Day # 5: Develop a machine learning model to predict used car prices using DataRobot. Day # 6: Develop an AI model to predict employee attrition rate using DataRobot.
Day # 7: Develop an AI Model to Detect Diabetic Retinopathy Disease Using DataRobot
Day # 8: Create, train, test and implement an AI model to predict customer sentiment from text.
Day 9: Develop an AI to predict credit card default using AWS SageMaker Autopilot.
Day # 10: Develop an AI model to predict college admission using Google Vertex AI.
Ready to challenge your AI skills in exciting new ways? Enroll now and experience the power of codeless artificial intelligence tools.
Who is this course for:
Experienced consultants who do not possess coding skills (or have basic coding skills) and who want to transform companies by taking advantage of artificial intelligence. Visionary business owners who want to harness the power of artificial intelligence to maximize revenue, reduce costs, and optimize their business. AI professionals who want to advance their careers and develop their portfolios. Tech enthusiasts with a passion for AI and want to gain hands-on, real-world experience.
Joining Link: https://www.udemy.com/course/10-code-less-days-of-artificial-intelligence/