Modern Artificial Intelligence Masterclass Build 6 Projects
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Modern Artificial Intelligence Masterclass Deploy Emotion AI-based model using Tensor flow 2.0 Serving and use the model to make inference.
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Understand the concept of Explainable AI and uncover the backbox nature of Artificial Neural Networks
$69.99
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What you’ll learn
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Modern Artificial Intelligence Masterclass Deploy Emotion AI-based model using Tensor flow 2.0 Serving and use the model to make inference.
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Understand the concept of Explainable AI and uncover the backbox nature of Artificial Neural Networks and visualize their hidden layers using Grad am technique
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Develop Deep Learning model to automate and optimize the brain tumor detection processes at a hospital.
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Build and train AI model to detect and localize brain tumors using Res Nets and Res UUNet networks (Healthcare applications).
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Understand the theory and intuition behind Segmentation models and state of the art Res Unit networks.
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Build, train, deploy AI models in business to predict customer default on credit card using AWS Sage Maker XGBoost algorithm.
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Optimize XGBoost model parameters using hyperparameters optimization search.
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Apply AI in business applications by performing customer market segmentation to optimize marketing strategy.
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Understand the underlying theory and mathematics behind Daydream algorithm for Art generation.
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Develop, train, and test State-of-the art Daydream algorithm to create AI-based art masterpieces using Kera’s API in TF 2.0.
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Develop ANNs models and train them in Google Collab while leveraging the power of GPUs and TPUs.
Requirements
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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.
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