Description

NOTE: This course is only availible by customer request. If you are interested in taking this course, please call 651-905-3729 or submit a request for a date.

In this 2-day course, Cisco Introduction to Artificial Intelligence (CIAI) v1.0, we will introduce the learner to the Artificial Intelligence, Machine Learning, and Deep Learning essentials in addition to compute platforms such as Cisco UCS, through a combination of lecture and hands-on labs. Artificial Intelligence (AI) and Machine Learning (ML) are opening up new ways for enterprises to solve complex problems, but they will also have a profound effect on the underlying infrastructure and processes of IT. AI/ML is a dominant trend in the enterprise with the ubiquity of large amounts of observed data, the rise of distributed computing frameworks and the prevalence of large hardware-accelerated computing infrastructure became essential.

Course Objectives
Upon completing this course, the learner will be able to meet these overall objectives:

Understanding Big Data and Data Science concepts
List and describe the concepts, major features, algorithms, and benefits of AI/ML/DL
Use AI/ML/DL techniques, such as Neural Networks
Get familiar with Data Science and Infrastructure AI Tools and software
Describe the Cisco AI/ML/DL Computing Solutions Portfolio alignments

The primary audience for this course is as follows:

Cisco Integrators/Partners
Consulting Systems Engineers
Technical Solutions Architects
Data Center network professionals (including designers, Administrators, and Engineers), and anyone interested in AI/ML/DL

Course Overview

Data and AI/ML/DL Fundamentals

Introduction to Big Data
Introduction to Data Science
Introduction to Data Engineering
Introduction to Artificial Intelligence (AI)
Introduction to Machine Learning (ML)
Introduction to Deep Learning (DL)
AI/ML/DL Use Cases

Artificial Intelligence (AI)

AI Concept, Methods, and Techniques
Key AI Challenges (Customer and Provider)
AI Business Drives
Evolution of AI Algorithms
Machine Learning (ML)

Machine Learning (ML)

Algorithms
Supervised Learning
Unsupervised Learning

Deep Learning (DL)

Deep Learning Project Phases
Custom AI Deep Learning Workflow

Deep Learning (DL) Algorithms

Neural Networks
Neural Networks Fundamentals
Neural Architecture Search (NAS)
Cisco Neural Architecture Construction (NAC)

NLP / NLU

Natural Language Processing Basics
NLP / NLU Techniques
NLP / NLU Deployments

Kubernetes

What is Kubernetes
Introduction to Containers
Container Orchestration Engines
Kubernetes Basics
KubeFlow for AI

AI Server Requirements

GPU
Modern GPU Server Architecture
Storage Requirements

Data Science and Infrastructure AI Tools

Big Data with AI/ML/DL
Kubeflow
SkyMind SKIL
Cloudera Data Science Workbench
DL Frameworks > Handwritten Math
Kubernetes
Demo: Classifying Handwritten Digits with TensorFlow

Lab Outline:

Lab 1: Deep Learning Framework Setup (TensorFlow and Jupyter Stack)
Lab 2: Classifying Handwritten Digits and TensorFlow
Lab 3: DL Chatbot – Training a Model to have a conversation with a Google Chatbot similar to Alexa or Siri
Lab 4: ML Training a Machine to play “The Snake Game”

Cisco Introduction to Artificial Intelligence (CIAI) Virtual Classroom Live July 08, 2021

Price: $2,495

Enroll today to reserve your spot!

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