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Modern Artificial Intelligence MasterClass- BUILD 6 PROJECTS

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Description

Modern Artificial Intelligence MasterClass- BUILD 6 PROJECTS

Harness the ability of AI to unravel sensible, real-world issues in Finance, Tech, Artwork and Healthcare

Fashionable Synthetic Intelligence Masterclass

Created by Dr. Ryan Ahmed, Ph.D., MBA, Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Group, Mitchell Bouchard
Final up to date 7/2020EnglishEnglish [Auto]

What you’ll be taught

  • Synthetic Intelligence (AI) revolution is right here! “Synthetic Intelligence market worldwide is projected to develop by US$284.6 Billion pushed by a compounded progress of 43. 9%. Deep Studying, one of many segments analyzed and sized on this examine, shows the potential to develop at over 42. 5%.” [1] AI is the science that empowers computer systems to imitate human intelligence corresponding to choice making, reasoning, textual content processing, and visible notion. AI is a broader common discipline that entails a number of subfield corresponding to machine studying, robotics, and pc imaginative and prescient. For corporations to change into aggressive and skyrocket their progress, they should leverage Synthetic Intelligence (AI) energy to enhance processes, scale back value and enhance income. AI is broadly carried out in lots of sectors these days and has been remodeling each business from banking to healthcare, transportation and expertise. The demand for AI expertise has exponentially elevated lately and it’s not restricted to Silicon Valley! In response to Forbes, AI Abilities are among the many most in-demand for 2020 [2]. The aim of this course is to give you data of key points of recent Synthetic Intelligence purposes in a sensible, simple and enjoyable manner. The course gives college students with sensible hands-on expertise utilizing real-world datasets. One key distinctive function of this course is that we’ll be coaching and deploying fashions utilizing Tensorflow and AWS SageMaker. As well as, we’ll cowl numerous parts of the AI/ML workflow masking mannequin constructing, coaching, hyper-parameters – Fashionable Synthetic Intelligence Masterclass
  • Deploy Emotion AI-based mannequin utilizing Tensorflow 2.0 Serving and use the mannequin to make inference.
  • Perceive the idea of Explainable AI and uncover the blackbox nature of Synthetic Neural Networks and visualize their hidden layers utilizing GradCam approach.
  • Develop Deep Studying mannequin to automate and optimize the mind tumor detection processes at a hospital.
  • Construct and practice AI mannequin to detect and localize mind tumors utilizing ResNets and ResUnet networks (Healthcare purposes) – Fashionable Synthetic Intelligence Masterclass
  • Perceive the idea and instinct behind Segmentation fashions and state-of-the-art ResUnet networks.
  • Construct, practice, deploy AI fashions in enterprise to foretell buyer default on bank card utilizing AWS SageMaker XGBoost algorithm.
  • Optimize XGBoost mannequin parameters utilizing hyperparameters optimization search.
  • Apply AI in enterprise purposes by performing buyer market segmentation to optimize advertising technique.
  • Perceive the underlying principle and arithmetic behind DeepDream algorithm for Artwork technology.
  • Develop, practice, and check State-of-the artwork DeepDream algorithm to create AI-based artwork masterpieces utilizing Keras API in TF 2.0.
  • Develop ANNs fashions and practice them in Google’s Colab whereas leveraging the ability of GPUs and TPUs.

Necessities

  • Primary data of programming is really helpful however not required.

Description

Synthetic Intelligence (AI) revolution is right here!

Artificial Intelligence market worldwide is projected to develop by US$284.6 Billion pushed by a compounded progress of 43. 9%. Deep Studying, one of many segments analyzed and sized on this examine, shows the potential to develop at over 42. 5%.” (Supply: globenewswire).

AI is the science that empowers computer systems to imitate human intelligence corresponding to choice making, reasoning, textual content processing, and visible notion. AI is a broader common discipline that entails a number of sub-fields corresponding to machine studying, robotics, and pc imaginative and prescient.

For corporations to change into aggressive and skyrocket their progress, they should leverage AI energy to enhance processes, scale back value and enhance incomeAI is broadly carried out in lots of sectors these days and has been remodeling each business from banking to healthcare, transportation and expertise.

The demand for AI expertise has exponentially elevated lately and it’s not restricted to Silicon Valley! In response to Forbes, AI Abilities are among the many most in-demand for 2020.

The aim of this course is to give you data of key points of recent Synthetic Intelligence purposes in a sensible, simple and enjoyable manner. The course gives college students with sensible hands-on expertise utilizing real-world datasets. The course covers many new subjects and purposes corresponding to Emotion AI, Explainable AI, Inventive AI, and purposes of AI in Healthcare, Enterprise, and Finance.

One key distinctive function of this course is that we’ll be coaching and deploying fashions utilizing Tensorflow 2.0 and AWS SageMaker. As well as, we’ll cowl numerous parts of the AI/ML workflow masking mannequin constructing, coaching, hyper-parameters tuning, and deployment. Moreover, the course has been rigorously designed to cowl key points of AI corresponding to Machine studying, deep studying, and pc imaginative and prescient.

Right here’s a abstract of the initiatives that we’ll be masking:

· Mission #1 (Emotion AI): Emotion Classification and Key Facial Factors Detection Utilizing AI

· Mission #2 (AI in HealthCare): Mind Tumor Detection and Localization Utilizing AI

· Mission #3 (AI in Enterprise/Advertising and marketing): Mall Buyer Segmentation Utilizing Autoencoders and Unsupervised Machine Studying Algorithms

· Mission #4: (AI in Enterprise/Finance): Credit score Card Default Prediction Utilizing AWS SageMaker’s XG-Enhance Algorithm (AutoPilot) – Fashionable Synthetic Intelligence Masterclass

· Mission #5 (Inventive AI): Art work Era by AI

· Mission #6 (Explainable AI): Uncover the Blackbox nature of AI and Visualize hidden layers utilizing GradCam

Who this course is for:

The course is focused in direction of AI practitioners, aspiring knowledge scientists, Tech fanatics, and consultants wanting to realize a basic understanding of knowledge science and remedy actual world issues. Right here’s an inventory of who is that this course for:

· Seasoned consultants wanting to remodel industries by leveraging AI.

· AI Practitioners desirous to advance their careers and construct their portfolio.

· Visionary enterprise homeowners who need to harness the ability of AI to maximise income, scale back prices and optimize their enterprise.

· Tech fanatics who’re enthusiastic about AI and need to acquire real-world sensible expertise.

Course Stipulations:

Primary data of programming is really helpful. Nevertheless, these subjects can be extensively lined throughout early course lectures; subsequently, the course has no conditions, and is open to anybody with primary programming data. College students who enroll on this course will grasp knowledge science fundamentals and straight apply these abilities to unravel actual world difficult enterprise issues.

Who this course is for:

  • Seasoned consultants wanting to remodel industries by leveraging AI.
  • AI Practitioners desirous to advance their careers and construct their portfolio.
  • Visionary enterprise homeowners who need to harness the ability of AI to maximise income, scale back prices and optimize their enterprise.
  • Visionary enterprise homeowners who need to harness the ability of AI to maximise income, scale back prices and optimize their enterprise.

Dimension: 10.72GB

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license

General Public License (GPL)

high-resolution

Yes

gutenberg-optimized

Yes

documentation

Well Documented

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Responsive

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