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Build a Python Socket Client (Example)
Building a socket client is an essential skill when delving into network communications in Python. By understanding the fundamentals of sockets, you pave the way to create more complex network...
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Tensorflow
TensorFlow is a deep learning module. It’s created by Google and open-source. It has a Python API and can be used with one or more CPUs or GPUs.It runs on Windows, iOS, Linux, Raspberry Pi, Android and...
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TensorFlow Graphs
TensorFlow can create more advanced graphs. A graph doesn’t have to be just 3 nodes.You can create large graphs and graphs with subgraphs. You can visualize this with TensorBoard.Related Course:Deep...
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TensorBoard
TensorBoard is part of the TensorFlow suite. Yes, TensorFlow is actually a suite: it has TensorFlow (the module), TensorBoard and TensorServing.TensorBoard is graph vizualization software. You can make...
View ArticleTensorFlow Data Types
TensorFlow has its own data types. We’ll discuss data types in tensorflow and how to use variables.TensorFlow accepts Python native types like booleans, strings and numeric (int, float). But you should...
View ArticleTensorFlow Linear Regression
Linear Regression in TensorFlow is easy to implement.In the Linear Regression Model:The goal is to find a relationship between a scalar dependent variable y and independent variables X.The model is...
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TensorFlow Logistic Regression
Logistic regression is borrowed from statistics. You can use this for classification problems. Given an image, is it class 0 or class 1?The word “logistic regression” is named after its function “the...
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Introduction to Neural Networks
Neural networks are inspired by the brain. The model has many neurons (often called nodes). We don’t need to go into the details of biology to understand neural networks.Like a brain, neural networks...
View ArticleProgramming a Perceptron in Python
You wake up, look outside and see that it is a rainy day. The clock marks 11:50 in the morning, your stomach starts rumbling asking for food and you don’t know what you are having for lunch.You go to...
View ArticleTensorFlow Deep Neural Network with CSV
A neural network can be applied to the classification problem. Given this example, determine the class.Tensorflow has an implementation for the neural network included, which we’ll use to on csv data...
View ArticleMultilayer Perceptron
Related Course:Deep Learning with TensorFlow 2 and KerasA perceptron represents a simple algorithm meant to perform binary classification or simply put: it established whether the input belongs to a...
View ArticleTensorFlow Neural Network
Let’s start Deep Learning with Neural Networks.In this tutorial you’ll learn how to make a Neural Network in tensorflow.Related Course:Deep Learning with TensorFlow 2 and KerasTrainingThe network will...
View ArticleHow to use Logging in Python
Logging is a very powerful way of validating your program executes correctly. In addition you can use it to debug your program.If your program is logging, it means it keeps tracks of events that occur...
View ArticleWhat is the difference between Deep Learning and Machine Learning?
Even though gaining understanding on how artificial intelligence works might be overwhelming, there are two main concepts that can aid you in gaining understanding of the process: machine learning and...
View ArticleDeep Nets
Deep learning networks are identified from the regular single layer neural networks through their depth. Depth represents the number of node layers by which the data has to enter in a multi-step...
View ArticleGet all image links from webpage
We use the module urllib2 to download webpage data. Any webpage is formatted using a markup language known as HTML.Extracting image links:To extract all image links use:from BeautifulSoup import...
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Python zip() Function
Python’s zip() function can combine series/iteratable objects as arguments and returns a list of packaged tuples.If the length of the iterables isn’t equal, then the list returned is that the same...
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Python input() Function
Python’s input() function allows users to fetch keyboard input directly from the console. This method reads the keyboard input data and instantly returns it in the string data type format.For those who...
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Python Flask Example
Python Flask is a versatile microframework popularly used in web application development with Python. Its lightweight nature combined with the flexibility it offers makes it a favorite among...
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Python Flask tutorial
Flask is a Python-written web development framework (It is created by Armin Ronacher). A web application framework is a set of libraries and modules that helps a web application developer to create...
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