This series will teach you how to use Keras, a neural network API written in Python. Each video focuses on a specific concept and shows how the full implementation is done in code using Keras and Python. We will learn how to preprocess data, organize data for training, validation and testing, build an artificial neural network from scratch, train an artificial neural network, build a convolutional neural network (CNN) and much more!
#Deep_Learning #Keras #python #Neural_Network
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#Deep_Learning #Keras #python #Neural_Network
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Forwarded from DLeX: AI Python (Farzadπ¦
)
_Beginning_Django_Web_Application.pdf
10.6 MB
Beginning Django: Web Application Development and Deployment with Python 2 and Python 3
What You'll Learn
β Get started with the Django framework
β Use Django views, class-based views, URLs, middleware, forms, templates, and Jinja templates
β Take advantage of Django models, including model relationships, migrations, queries, and forms
β Leverage the Django admin site to get access to the database used by a Django project.
β Deploy Django REST services to serve as the data backbone for mobile, IoT, and SaaS systems.
β OOP
#Ϊ©ΨͺΨ§Ψ¨ #Ψ¬ΩΪ―Ω #ΩΎΨ§ΫΨͺΩΩ
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What You'll Learn
β Get started with the Django framework
β Use Django views, class-based views, URLs, middleware, forms, templates, and Jinja templates
β Take advantage of Django models, including model relationships, migrations, queries, and forms
β Leverage the Django admin site to get access to the database used by a Django project.
β Deploy Django REST services to serve as the data backbone for mobile, IoT, and SaaS systems.
β OOP
#Ϊ©ΨͺΨ§Ψ¨ #Ψ¬ΩΪ―Ω #ΩΎΨ§ΫΨͺΩΩ
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Text Generation for Char LSTM models
Train a character-level language model on a corpus of jokes.
#Machine_learning #Training
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Train a character-level language model on a corpus of jokes.
#Machine_learning #Training
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Machine Learning Behavioral Recognition to Support Neuropsychological Diagnosis of Cognitive Decline
#Neuropsychological
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#Neuropsychological
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Intro to Deep Learning with PyTorch By Facebook AI
β Free Course
#Deep_Learning #DL #PyTorch
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β Free Course
#Deep_Learning #DL #PyTorch
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Using a Keras LSTM Model to Predict Stock Prices
This tutorial illustrates how to get started forecasting time series with LSTM models. Stock market data is a great choice for this because itβs quite regular and widely available to everyone. Please donβt take this as financial advice or use it to make any trades of your own.
#ML
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Rules of Machine Learning: Best Practices for ML Engineering
#ML #Big_Data #Training
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#ML #Big_Data #Training
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teaser.gif
11.3 MB
VID2VID: Video-to-Video Synthesis
Pytorch implementation for high-resolution (e.g., 2048x1024) photorealistic video-to-video translation.
#Paper
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Pytorch implementation for high-resolution (e.g., 2048x1024) photorealistic video-to-video translation.
#Paper
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Introduction to Applied Linear Algebra β Vectors, Matrices, and Least Squares
By Stephen Boyd and Lieven Vandenberghe, Cambridge University Press:
#ArtificialIntelligence #MachineLearning #Math
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By Stephen Boyd and Lieven Vandenberghe, Cambridge University Press:
#ArtificialIntelligence #MachineLearning #Math
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Model evaluation, model selection, and algorithm selection in machine learning
#ML #AI #BigData #DL ##neuralnetworks
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#ML #AI #BigData #DL ##neuralnetworks
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Twenty things I wish Iβd known when I started my PhD
Recommened By Jeff Dean and Russ Poldrack
#Paper
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Recommened By Jeff Dean and Russ Poldrack
#Paper
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Nasdaq Financial Framework to Build Ledger Agnostic Blockchain With Microsoft Azure
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NewsBTC
Nasdaq and Microsoft Working Together on Blockchain Delivery, Payment, and Settlements
The Microsoft Azure blockchain will be deployed on the Nasdaq Financial Framework (NFF) to build a ledger agnostic blockchain capability that supports a multi-ledger strategy. The stock exchange will employ Microsoft's ledger to manage the delivery, paymentβ¦
New NLP News:
#NLP #ML #DL #Training #RNN #RL
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ML on code, Understanding RNNs, Deep Latent Variable Models, Writing Code for NLP Research, Quo vadis, NLP?, Democratizing AI, ML Cheatsheets, Spinning Up in Deep RL, Papers with Code, Unsupervised MT, Multilingual BERT
#NLP #ML #DL #Training #RNN #RL
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β
Free Book Online
Artificial Intelligence in Business Gets Real
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Artificial Intelligence in Business Gets Real
By S. Ransbotham, P. Gerbert, M. Reeves, D. Kiron, and M. Spira#book
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Twisted: Event-driven networking engine written in Python
https://www.twistedmatrix.com
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https://www.twistedmatrix.com
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Top 15 Python Libraries for Data Science
link
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link
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Medium
Top 15 Python Libraries for Data Science in 2017
As Python has gained a lot of traction in the recent years in Data Science industry, I wanted to outline some of its most useful librariesβ¦
Finding Similar Quora Questions with Word2Vec and Xgboost
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