GNS3 Virtual Machine

GNS3 Virtual Machine
English | Size: 331.81 MB
Category: Tutorial

Build, Design and Test your network in a risk-free virtual environment and access the largest networking community to help. Whether you are studying for your first networking exam or building out a state-wide telecommunications network, GNS3 offers an easy way to design and build networks of any size without the need for hardware. And the best part is it’s free! [Read more…]

Safari Spotlight on Data Caching Big Data for Machine Learning at Uber

Safari Spotlight on Data Caching Big Data for Machine Learning at Uber-ZH
English | Size: 491.60 MB
Category: Tutorial

From determining the most convenient rider pickup points to predicting the fastest routes, Uber uses data-driven machine learning to create seamless trip experiences. Within engineering, big data and machine learning inform decision-making processes across the board. As Uber expands to new markets, the ability to accurately and quickly use data to make predictions becomes even more important. In this case study, Uber’s Zhenxiao Luo details the company’s machine learning architecture and talk about how Uber uses big data to power machine learning jobs. [Read more…]

Packt – Mathematics for Data Science and Machine Learning using R

Packt – Mathematics for Data Science and Machine Learning using R-XQZT
English | Size: 3.19 GB
Category: Tutorial

With data increasing every day, Data Science has become one of the most essential aspects in most fields. From healthcare to business, data is essential everywhere. However, it revolves around three major aspects: data itself, foundational concepts, and programming languages that interpret data.
[Read more…]

Machine Learning with Python Data Science for Beginners

Machine Learning with Python Data Science for Beginners
English | Size: 1.18 GB
Category: CBTs

This course is for those who want to step into Artificial Intelligence domain, specially into Machine Learning, though I will be covering Deep Learning in deep as well.

This is a basic course for beginners, just if you can get basic knowledge of Python that would be great and helpful to you to grasp things quickly. If you want to take python lectures I have created a ‘ Python for Data Science from Scratch ‘ course also , you can enroll and go through that as well before starting with this. [Read more…]

Packt – Python Machine Learning Projects

Packt – Python Machine Learning Projects
English | Size: 599.68 MB
Category: CBTs

Machine learning gives you unimaginably powerful insights into data. Today, implementations of machine learning have been adopted throughout Industry and its concepts are numerous. This video is a unique blend of projects that teach you what Machine Learning is all about and how you can implement machine learning concepts in practice. Six different independent projects will help you master machine learning in Python. The video will cover concepts such as classification, regression, clustering, and more, all the while working with different kinds of databases. By the end of the course, you will have learned to apply various machine learning algorithms and will have mastered Python’s packages and libraries to facilitate computation. You will be able to implement your own machine learning models after taking this course.
[Read more…]

Cloud Academy – Working With Distributed Machine Learning

Cloud Academy – Working With Distributed Machine Learning-STM
English | Size: 1.08 GB
Category: CBTs


This training course begins with an introduction to the concepts of Distributed Machine Learning. We’ll discuss the reasons as to why and when you should consider training your machine learning model within a distributed environment
[Read more…]

PluralSight – End to End Machine Learning with TensorFlow on GCP

PluralSight End to End Machine Learning with TensorFlow on GCP-BOOKWARE-KNiSO
English | Size: 666.81 MB
Category: Tutorial


One of the best ways to review something is to work with the concepts and technologies that you have learned. So, this course is set up as a workshop and in this workshop, you will do End-to-End Machine Learning with TensorFlow on Google Cloud Platform. It involves building an end-to-end model from data exploration all the way to deploying an ML model and getting predictions from it [Read more…]

Technics Publications – Machine Learning Series The XGBoost Algorithm in Python

Technics Publications – Machine Learning Series The XGBoost Algorithm in Python-XCODE
English | Size: 206.49 MB
Category: CBTs


Dhiraj, a data scientist and machine learning evangelist, continues his teaching of machine learning algorithms by explaining through both lecture and practice the XGBoost (eXtreme Gradient Boosting) Algorithm in Python [Read more…]

Udemy – Mathematical Foundation For Machine Learning and AI

Udemy – Mathematical Foundation For Machine Learning and AI
English | Size: 1.80 GB
Category: Math


Learn the core mathematical concepts for machine learning and learn to implement them in R and python
Created by Eduonix Learning Solutions, Eduonix-Tech .
Last updated 12/2018
English
[Read more…]

Linkedin – Learning Essential Math Machine Learning Python Edition

Linkedin – Learning Essential Math Machine Learning Python Edition-SHEPHERDS
English | Size: 439.51 MB
Category: Tutorial


Linkedin – Learning Essential Math Machine Learning Python Edition
Core mathematical concepts such as single-variable calculus, multivariable calculus, matrices, and linear algebra are the underpinnings of all machine learning algorithms. And for many professionals with an interest in machine learning and AI, revisiting these concepts can be a bit intimidating. This course demystifies the essential math that you need to grasp-and implement-in order to write machine learning algorithms in Python. Review fundamental algebraic concepts; derivatives and optimization; statistics; and the basics of probability. [Read more…]