Modern Artificial Intelligence Masterclass Build 6 Projects

  • Modern Artificial Intelligence Masterclass Deploy Emotion AI-based model using Tensor flow 2.0 Serving and use the model to make inference.
  • Understand the concept of Explainable AI and uncover the backbox nature of Artificial Neural Networks

$69.99

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Description

What you’ll learn

  • Modern Artificial Intelligence Masterclass Deploy Emotion AI-based model using Tensor flow 2.0 Serving and use the model to make inference.
  • Understand the concept of Explainable AI and uncover the backbox nature of Artificial Neural Networks and visualize their hidden layers using Grad am technique
  • Develop Deep Learning model to automate and optimize the brain tumor detection processes at a hospital.
  • Build and train AI model to detect and localize brain tumors using Res Nets and Res UUNet networks (Healthcare applications).
  • Understand the theory and intuition behind Segmentation models and state of the art Res Unit networks.
  • Build, train, deploy AI models in business to predict customer default on credit card using AWS Sage Maker XGBoost algorithm.
  • Optimize XGBoost model parameters using hyperparameters optimization search.
  • Apply AI in business applications by performing customer market segmentation to optimize marketing strategy.
  • Understand the underlying theory and mathematics behind Daydream algorithm for Art generation.
  • Develop, train, and test State-of-the art Daydream algorithm to create AI-based art masterpieces using Kera’s API in TF 2.0.
  • Develop ANNs models and train them in Google Collab while leveraging the power of GPUs and TPUs.

Requirements

  • Basic knowledge of programming is recommended for Modern Artificial Intelligence Masterclass but not required.

Description

  • Artificial Intelligence (AI) revolution is here!
  • Artificial Intelligence market worldwide is projected to grow by US$284.6 Billion driven by a compounded growth of 43. 9%.
  • Deep Learning, one of the segments analyzed and sized in this study, displays the potential to grow at over 42. 5%.” (Source: globenewswire).
  • AI is the science that empowers computers to mimic human intelligence such as decision making, reasoning, text processing, and visual perception.
  • AI is a broader general field that entails several sub-fields such as machine learning, robotics, and computer vision.
  • For companies to become competitive and skyrocket their growth, they need to leverage AI power to improve processes, reduce cost and increase revenue.
  • AI is broadly implemented in many sectors nowadays and has been transforming every industry from banking to healthcare, transportation and technology.
  • The demand for AI talent has exponentially increased in recent years and it’s no longer limited to Silicon Valley! According to Forbes, AI Skills are among the most in-demand for 2020.
  • The purpose of this course is to provide you with knowledge of key aspects of modern Artificial Intelligence applications in a practical, easy and fun way.
  • The course provides students with practical hands-on experience using real-world datasets.
  • The Modern Artificial Intelligence Masterclass covers many new topics and applications such as Emotion AI, Explainable AI, Creative AI, and applications of AI in Healthcare, Business, and Finance.
  • One key unique feature of this course is that we will be training and deploying models using Tensor flow 2.0 and AWS Sage Maker.
  • In addition, we will cover various elements of the AI/ML workflow covering model building, training, hyper-parameters tuning, and deployment.
  • Furthermore, the course has been carefully designed to cover key aspects of AI such as Machine learning, deep learning, and computer vision.