Packt – Regression Modeling with Statistics and Machine Learning in Python

Packt – Regression Modeling with Statistics and Machine Learning in Python-ZH
English | Size: 804.01 MB
Category: Tutorial

Key Features
Minimal mathematical jargon. The course focuses on teaching you the most important Python data science concepts and packages, including Pandas
Implement clustering and classification models on data
Gain a thorough grounding in data science and understand which models should be used, and when. [Read more…]

Packt – Clustering and Classification with Machine Learning in R-XQZT

Packt – Clustering and Classification with Machine Learning in R-XQZT
English | Size: 1.34 GB
Category: Tutorial

This course is your complete guide to both supervised and unsupervised learning using R. This course covers all the main aspects of practical data science; if you take this course, there is no need to take other courses or buy books on R-based data science. In this age of big data, companies across the Globe use R to sift through the avalanche of information at their disposal. By becoming proficient in unsupervised and supervised learning in R, you can give your company a competitive edge and take your career to the next level. [Read more…]

Technics Publications – Artificial Intelligence and Machine Learning

Technics Publications – Artificial Intelligence and Machine Learning-ZH
English | Size: 472.78MB
Category: Tutorial

Recorded live at Data Modeling Zone!
Hear Dr. Raja Sooriamurthi, Professor at Carnegie Mellon University, talk on artificial intelligence and machine learning, and how the combined advances in hardware, software, and communication over the past few decades form the basis of our current disruptive age of Data. Massive amounts of data (terabytes and beyond) are available in a range of domains: science, commerce, finance, healthcare, social media, real-time sensors etc. At historically unprecedented levels we are able to collect, transmit, curate, and process huge amounts of data at enormous speeds resulting in our ability to do ongoing tasks better and to do tasks we couldn’t do before. Data, like fossils, tells us something about the past. The premise is that past patterns are predictive of future behavior. For example, a casino may want to identify whether there is a certain group of customers from which more business occurs. A cell phone company may want to know if there is a risk of customers leaving for another carrier. In this talk, we will discuss various analytic tasks that facilitate such actionable insights such as prediction, optimization, recommendation, classification, clustering, etc. [Read more…]

Packt – Regression Analysis for Statistics and Machine Learning in R

Packt – Regression Analysis for Statistics and Machine Learning in R-XQZT
English | Size: 1.27 GB
Category: Tutorial

With so many R Statistics and Machine Learning courses around, why enroll for this?

Regression analysis is one of the central aspects of both statistical- and machine learning-based analysis. This course will teach you regression analysis for both statistical data analysis and machine learning in R in a practical, hands-on way. It explores relevant concepts in a practical way, from basic to expert level. This course can help you achieve better grades, gain new analysis tools for your academic career, implement your knowledge in a work setting, and make business forecasting-related decisions. You will go all the way from implementing and inferring simple OLS (Ordinary Least Square) regression models to dealing with issues of multicollinearity in regression to machine learning-based regression models.
[Read more…]

Linkedin Learning – Leveraging Cloud-Based Machine Learning on Azure: Real-World Applications

Linkedin Learning – Leveraging Cloud-Based Machine Learning on Azure: Real-World Applications-ZH
English | Size: 157.79 MB
Category: Tutorial

In order to successfully incorporate AI on the popular Azure platform, you must gain a fundamental understanding of what AI is and become familiar with the local tools Azure offers. In this course, David Linthicum covers the basics of leveraging Azure for AI-based applications, including key tools and the processes for using them correctly. After going over the basics of AI processing on Azure, creating knowledge bases, and the use of AI systems in the cloud, David presents real-world use cases across a variety of industries, including healthcare, finance, law enforcement, and manufacturing. He then shows how to work with the Azure Machine Learning (AML) cloud service to build, train, and deploy machine learning models; leverage the Azure Search (AS) tool; and build an AML application. [Read more…]

Technics Publications – Data Science and Machine Learning Series Multivariate Linear Regression

Technics Publications – Data Science and Machine Learning Series Multivariate Linear Regression-ZH
English | Size: 313.99 MB
Category: Tutorial

Apply Multivariate Linear Regression (Multiple-Linear Regression) in this course within the Data Science and Machine Learning Series. Follow along with machine learning expert Advait Jayant through a combination of lecture and hands-on to practice using this powerful statistical linear model.
[Read more…]

Technics Publications – Data Science and Machine Learning Series Facial Detection and Recognition using OpenCV

Technics Publications – Data Science and Machine Learning Series: Facial Detection and Recognition using OpenCV (BONUS: Create your own Snapchat Filter!)-ZH
English | Size: 477.00 MB
Category: Tutorial

Apply facial recognition using OpenCV in this course within the Data Science and Machine Learning Series. Follow along with machine learning expert Advait Jayant through a combination of lecture and hands-on to practice facial recognition software, including one project where you will build your own Snapchat Filter! [Read more…]

A Cloud Guru – AWS Certified Machine Learning Specialty (2019)

A Cloud Guru – AWS Certified Machine Learning Specialty (2019)
English | Size: 2.64 GB
Category: CBTs

Hello Cloud Gurus,
Your executive board members are asking you to do something with it. Your grandmother is asking you if it will put you out of a job. Your deadbeat college roommate is asking if you can help him find a date with it. Everyone seems to fuss over Machine Learning, but how many of us truly understand it? Too few.
[Read more…]

PluralSight – Deploying Machine Learning Solutions

PluralSight – Deploying Machine Learning Solutions-BOOKWARE-KNiSO
English | Size: 288.71 MB
Category: Tutorial

This course covers the important conceptual reasons why models underperform post-deployment, the actual implementation of model deployment using Python Flask, using serverless, cloud-based compute options and using platform-specific machine learning frameworks.
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Packt – Google Cloud Machine Learning with TensorFlow

Packt – Google Cloud Machine Learning with TensorFlow-XQZT
English | Size: 678.94 MB
Category: Tutorial

TensorFlow has become the first choice for deep learning tasks because of the way it facilitates building powerful and sophisticated neural networks. The Google Cloud Platform is a great place to run TF models at scale, and perform distributed training and prediction.
[Read more…]