Free Download Visualization: Machine Learning In Python
Last updated 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 4.13 GB | Duration: 9h 46m
Learn Visualization in Python. Become a Data Scientist expert! Everything you need to get the job you want!

Free Download AWS Machine Learning by Example
Updated: September 24, 2019
Duration: 1h 25m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 702 MB
Level: Intermediate | Genre: eLearning | Language: English
Take a deeper dive into machine learning with Amazon Web Services (AWS). In this practical course, instructor Jonathan Fernandes helps to familiarize you with common machine learning tasks, demonstrating how to approach each one using key techniques: binary classification, multiclass classification, and regression. Throughout the course, he walks through several examples, using Kaggle datasets for hands-on exploration. Plus, he reviews some essential machine learning concepts and helps to familiarize you with other AWS capabilities, including SageMaker and Deep Learning AMIs.

Free Download Customer Service Using AI and Machine Learning
Released: 02/2020
Duration: 1h 4m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 772 MB
Level: Intermediate | Genre: eLearning | Language: English
Artificial intelligence (AI) is changing the way every company does business—and it's revolutionizing customer service. The ability not only to automate certain tasks, but also to use AI to prequalify and direct the customer service queue is a massive time-saver. This course explores the groundbreaking new solutions powered by this emerging tech. Customer service consultant David Kay reviews tools you can buy off the shelf—such as chatbots and customer interaction analysis—as well as custom-developed applications that can provide more targeted business benefit. He also explains how to effectively plan and deploy AI and machine learning-based solutions. Using these insights, you can help your service organization thrive in the era of the AI revolution.

Free Download Machine Learning Foundations: Calculus
Released 3/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 1h 29m | Size: 423 MB
Studying artificial intelligence and machine learning can be difficult enough, but what if you threw some calculus into the mix? It may sound daunting, but understanding the foundations of calculus can help you design and implement machine learning algorithms, and without a solid foundation in calculus your work in machine learning can quickly become overwhelming. In this course, Terezija Semenski teaches you functions, derivatives, integrals, and the foundations of multivariate calculus. If you struggle with calculus concepts and techniques used to design and implement ML algorithms, check out this course with Terezija for the knowledge to overcome those challenges.

Free Download Machine Learning and AI Foundations: Value Estimations
Duration: 1h 4m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 155 MB
Level: Beginner + Intermediate | Genre: eLearning | Language: English
Value estimation—one of the most common types of machine learning algorithms—can automatically estimate values by looking at related information. For example, a website can determine how much a house is worth based on the property's location and characteristics. In this project-based course, discover how to use machine learning to build a value estimation system that can deduce the value of a home. Follow Adam Geitgey as he walks through how to use sample data to build a machine learning model, and then use that model in your own programs. Although the project featured in this course focuses on real estate, you can use the same approach to solve any kind of value estimation problem with machine learning.
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Free Download Introduction to python and machine learning
Published 3/2023
Created by Samuel Ugoh
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 59 Lectures ( 10h 53m ) | Size: 2.82 GB

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 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.

Free Download Math 0-1: Calculus For Data Science & Machine Learning
Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.21 GB | Duration: 11h 39m
A Casual Guide for Artificial Intelligence, Deep Learning, and Python Programmers