Free Download Data–Centric AI Best Practices, Responsible AI, and More
Released 1/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 2h 50m | Size: 321 MB
Machine learning typically focuses on producing effective models for a given dataset. In real-world applications, data is messy and improving models is not the only way to get better performance. Data-centric AI (DCAI) is an emerging science that studies techniques to improve datasets, which is often the best way to improve performance in practical ML applications. While data scientists have long practiced this manually via ad hoc trial/error and intuition, DCAI considers the improvement of data as a systematic engineering discipline. In this course, Aishwarya Srinivasan covers the data-centric principles that guide our path forward in this new age of AI as we shift from a model-centric approach to a data-centric paradigm. Learn about DCAI—what it is and the value it offers. Aishwarya covers the DCAI workflow; MLOps as part of DCAI; data validation and preprocessing; model validation; bias detection and mitigation; responsible AI; and more.

Free Download Disruptive thinking, User centric approach & Cognitive bias
Published 11/2023
Created by Col (Dr) Shabbar Shahid. M-Tech, MBA(Fin), CE, FIE(I), PhD
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 11 Lectures ( 1h 29m ) | Size: 1 GB

Published 1/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 5.62 GB | Duration: 11h 12m
Deploy, Configure and Setup Cisco Application Centric Infrastructure (ACI)

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 22h 3m | Size: 4.5 GB
The course is presented by Ammar Ahmadi, who has been working with ACI fabrics for almost a decade. Ammar provides demonstrations and walk-throughs while imparting all information necessary for exam success
CCNP Data Center ACI Implementation DCACI 300-620 (DCACI) Complete Video Course is a unique video course that provides a solid understanding of ACI Data Center technologies as well as the CCNP Data Center DCACI exam. This complete video course is a comprehensive guide for individuals who are pursuing the Cisco CCNP Data Center certification with a focus on ACI. Beyond preparing viewers for exam success, this course has also been organized for networking professionals who want to learn the skills necessary for designing, configuring, and troubleshooting data center networks using Cisco ACI. This course does assume CCNA-level knowledge.

Implementing Cisco Application Centric Infrastructure (ACI) | INE
English | Size: 1.34 GB
Category: Tutorial

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.11 GB | Duration: 7h 32m
Gain overview and understanding of Cisco ACI and Nexus 9K devices with step by step approach.

Created by Management Study Guide | Last updated 10/2021
Duration: 1h7m | 1 section | 11 lectures | Video: 1280x720, 44 KHz | 700 MB
Genre: eLearning | Language: English + Sub

Jeff Kish | Duration: 8:00 h | Video: H264 1280x720 | Audio: AAC 22 kHz mono | 2,17 GB | Language: English
In this intermediate Cisco skills training, Jeff Kish prepares learners to use Cisco Application Centric Infrastructure (ACI) software.
Anyone learning Cisco ACI will find it a little different than traditional routing and switching - and that's not a bad thing. In exchange for some new terminology and abstraction from physical hardware, you get better automation, which means quicker configurations and central management. As with anything new, software-defined networking has a bit of a learning curve, but this Cisco ACI training will help you get the hang of it.

CCNP Data Center Application Centric Infrastructure 300-620 DCACI Official Cert Guide
English | Size: 230.82 MB
Category: Tutorial

CCNP Data Center Application Centric Infrastructure 300-620
English | Size: 230.82 MB
Category: Tutorial