Free Download Learning Cyber Incident Response and Digital Forensics (2023)
Released 3/2023
MP4 | Video: 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 4h 58m | Size: 1.13 GB
If your organization is the victim of a cyberattack, are you ready to respond? In this course, cybersecurity trainer Jason Dion guides you through the basics of how to conduct an incident response, including how evidence is collected for further digital forensic investigation. Jason explains some fundamentals of digital forensics, like the definition of cybercrime, types of evidence, and best practices. He goes over selecting forensic tools and steps you through conducting a digital forensic investigation. Forensic analysis is also included in a digital forensic investigation, and Jason highlights all the steps you need to take. He also covers crafting and then conducting a cyber incident response. This course serves as an introduction to the field of digital forensics and incident response practices, by providing hands-on demonstrations of various tools and techniques used by real world professionals in the field.

Linkedin Learning - Oracle Cloud Infrastructure Professional
English | Tutorial | Size: 2.93 GB

Linkedin Learning - Cert Prep Cisco CCNP Enterprise ENSLD 300-420
English | Tutorial | Size: 6.34 GB

Free Download Learning Needs Analysis: Practitioner Program
Published 3/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.89 GB | Duration: 4h 1m
A practical, step-by-step guide for L&D professionals to gathering and analysing an organization's learning needs.

Free Download AWS Certified Machine Learning - Specialty (MLS-C01) Cert Prep: 4 Machine Learning Implementation and Operations
Released 3/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 25m | Size: 313 MB
Join MLOps expert and CTO Noah Gift to learn all about data engineering and prepare for the machine learning implementation and operations portion of the AWS Certified Machine Learning – Specialty (MLS-C01) certification. This domain involves building machine learning solutions that are performance, available, scalability, resiliency, and fault tolerant. Noah explains using AWS environment logging and monitoring, building error monitoring, and using multiple regions and multiple AZs. He goes over how to use AMI/golden images and docker containers. Noah covers auto-scaling groups, as well as rightsizing instances, volumes, and provisioned IOPS. Plus, he shows you how to use load balancing and follow AWS best practices.

Free Download AWS Certified Machine Learning - Specialty (MLS-C01) Cert Prep: 3 Modeling
Released 3/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 32m | Size: 393 MB
Join MLOps expert and CTO Noah Gift to learn all about data engineering and prepare for the modeling portion of the AWS Certified Machine Learning – Specialty (MLS-C01) certification. Noah explains when to use machine learning, the difference between supervised and unsupervised learning, and the types of models that are available. He shows you how to train the model using the appropriate data. This process includes splitting the data into training and validation sets, choosing the right optimizer and loss function, and understanding the trade-offs between different model choices. After the model is trained, Noah guides you through how to evaluate it to ensure that it is performing well. This evaluation includes choosing the right metrics, understanding the confusion matrix, and performing cross-validation. Finally, Noah goes over how to interpret the model to understand what it is doing and how it can be improved.

Free Download Saas: Learning The Basics
Published 3/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 142.76 MB | Duration: 0h 43m
A Guide For NEWCOMERS

Free Download PyTorch for Deep Learning Bootcamp: Zero to Mastery
Published 3/2023
Created by Navid Shirzadi
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 39 Lectures ( 9h 8m ) | Size: 2.95 GB

Free Download Build Learning Agility on Your Team as a Manager
Released 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner + Intermediate | Genre: eLearning | Language: English + srt | Duration: 43m | Size: 350 MB
Traditional approaches to both leadership and learning have changed due to global developments in technology, workforce requirements, and customer demand. Organizations are finding it tougher to find their competitive edge, and the best people to deliver it. It's getting harder to recruit at the levels required, so organizations are now focusing more on developing internal talent to deliver the largest impact.

Free Download AWS Certified Machine Learning - Specialty (MLS-C01) Cert Prep: 2 Exploratory Data Analysis
Released: 02/2023
Duration: 18m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 218 MB
Level: Intermediate | Genre: eLearning | Language: English
Join MLOps expert and CTO Noah Gift to learn all about the exploratory data analysis portion of the AWS Certified Machine Learning – Specialty (MLS-C01) certification. In this course, Noah explains how data preparation, feature engineering, and data visualization are essential for machine learning. He starts by covering data preparation for modeling, detailing how to identify and handle missing data; format, normalize, augment, and scale data; and data labeling tools. He then gets into feature engineering, the process of identifying and extracting features from data sets. Finally, Noah covers data visualization, illustrating graphs and clustering visualizations like scatterplots, histograms, box plots, and elbow plots.