Machine Learning Techniques for Online Social Networks


Machine Learning Techniques for Online Social Networks

Machine Learning Techniques for Online Social Networks by Tansel Ozyer
English | PDF,EPUB | 2018 | 241 Pages | ISBN : 3319899317 | 81.71 MB
The book covers tools in the study of online social networks such as machine learning techniques, clustering, and deep learning. A variety of theoretical aspects, application domains, and case studies for analyzing social network data are covered. The aim is to provide new perspectives on utilizing machine learning and related scientific methods and techniques for social network analysis. Machine Learning Techniques for Online Social Networks will appeal to researchers and students in these fields.

Download Now

Learning About the Holocaust A Student's Guide


Learning About the Holocaust A Student's Guide

Ronald M. Smelser, "Learning About the Holocaust: A Student's Guide"
2000 | pages: 827 | ISBN: 0028655362 | PDF | 22,7 mb

Download Now

Advances in Machine Learning and Data Science Recent Achievements and Research Directives


Advances in Machine Learning and Data Science Recent Achievements and Research Directives

Advances in Machine Learning and Data Science: Recent Achievements and Research Directives By Damodar Reddy Edla
English | PDF | 2018 | 382 Pages | ISBN : 9811085684 | 14.20 MB
The Volume of "Advances in Machine Learning and Data Science - Recent Achievements and Research Directives" constitutes the proceedings of First International Conference on Latest Advances in Machine Learning and Data Science (LAMDA 2017). The 37 regular papers presented in this volume were carefully reviewed and selected from 123 submissions.

Download Now

Learning NetBeans


Learning NetBeans

Learning NetBeans
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 357 MB
Genre: eLearning | Language: English

Download Now

Machine Learning for Apps

Machine Learning for Apps
Machine Learning for Apps
7h | Video: AVC (.MP4) 1280x720 30fps | Audio: AAC 44.1KHz 2ch | 1.3 GB
Genre: eLearning | Language: English


Download Now

Learning Python Data Visualization

Learning Python Data Visualization

Learning Python Data Visualization
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | 565 MB
Genre: eLearning | Language: English
Download Now

Learning PlanGrid: Digital Construction Drawings

Learning PlanGrid: Digital Construction Drawings
Learning PlanGrid: Digital Construction Drawings
MP4 | Video: 720p | Duration: 3:11:42 | English | Subtitles: VTT | 503.7 MB

Download Now

Text Mining with Machine Learning and Python


Text Mining with Machine Learning and Python

Text Mining with Machine Learning and Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | 302 MB
Genre: eLearning | Language: English

Download Now

Packt Hands On Reinforcement Learning with Python


Packt Hands On Reinforcement Learning with Python

Packt Hands On Reinforcement Learning with Python
English | Size: 1.05 GB
Category: CBTS
Reinforcement learning (RL) is hot! This branch of machine learning powers AlphaGo and Deepmind's Atari AI. It allows programmers to create software agents that learn to take optimal actions to maximize reward, through trying out different strategies in a given environment.

This course will take you through all the core concepts in Reinforcement Learning, transforming a theoretical subject into tangible Python coding exercises with the help of OpenAI Gym. The videos will first guide you through the gym environment, solving the CartPole-v0 toy robotics problem, before moving on to coding up and solving a multi-armed bandit problem in Python. As the course ramps up, it shows you how to use dynamic programming and TensorFlow-based neural networks to solve GridWorld, another OpenAI Gym challenge. Lastly, we take the Blackjack challenge and deploy model free algorithms that leverage Monte Carlo methods and Temporal Difference (TD, more specifically SARSA) techniques.

Download Now

Mastering computer vision problems with state-of-the-art deep learning architectures, MXNet, and GPU virtual machines


Mastering computer vision problems with state-of-the-art deep learning architectures, MXNet, and GPU virtual machines
Mastering computer vision problems with state-of-the-art deep learning architectures, MXNet, and GPU virtual machines
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 38M | 391 MB
Genre: eLearning | Language: English

Deep learning has been especially successful in computer-vision tasks such as image classification because convolutional neural nets (CNNs) can create hierarchical levels of representations in an image. One of the most remarkable advances is ResNet, the CNN that surpassed human-level accuracy for the first time in history.

Download Now