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
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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

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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

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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.

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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.

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Learning Terraform


Learning Terraform

Learning Terraform
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 20M | 460 MB
Genre: eLearning | Language: English

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Learning FileMaker


Learning FileMaker

Learning FileMaker
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 5 Hours 43M | 949 MB
Genre: eLearning | Language: English

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Learning ElasticSearch 6


Learning ElasticSearch 6

Learning ElasticSearch 6
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | 555 MB
Genre: eLearning | Language: English

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Deep Learning, Vol. 2: From Basics to Practice

Deep Learning, Vol. 2: From Basics to Practice

Deep Learning, Vol. 2: From Basics to Practice by Andrew Glassner
English | 19 Feb. 2018 | ASIN: B079Y1M81K | 1750 Pages | PDF (True) | 143.63 MB
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Learning Stimulus

Learning Stimulus
Learning Stimulus
MP4 | Video: 720p | Duration: 44:20 | English | Subtitles: VTT | 199.0 MB
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