Machine Learning Tutorials

Computational Graphs in Deep Learning With Python

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1. Objective In this Deep Learning With Python tutorial, we will tell you about computational graphs in Deep Learning. We will show you how to implement those Computational graphs with Python. Moreover, while implementing Deep Learning Computational Graphs in Python, we will look at dynamics and Forward-Backward Propagation. So, let’s begin Computation Graphs in Deep Learning With Python. 2. Deep Learning Computational Graphs In fields like Cheminformatics and Natural Language Understanding, it is often useful to compute over data-flow graphs. […]

Computational Graphs in Deep Learning With Python
Deep Neural Networks With Python

Deep Neural Networks With Python – Types & Challenges

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1. Deep Neural Networks With Python In this Deep Learning with Python tutorial, we will learn about Deep Neural Networks and the challenges they face. Moreover, we will see types of Deep Neural Networks and Deep Belief Networks. So, let’s start Deep Neural Networks Tutorial. 2. What is Python Deep Neural Networks? Before finding out what a deep neural network is, let’s learn about Artificial Neural Networks. a. Artificial Neural Networks An ANN (Artificial Neural Network) is inspired by the […]

11 Deep Learning With Python Libraries and Frameworks

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1. Deep Learning With Python Libraries & Frameworks Today, in this Deep Learning with Python Libraries and Framework Tutorial, we will discuss 11 libraries and frameworks that are a go-to for Deep Learning with Python. In this Deep Learning with Python Libraries, we will see TensorFlow, Keras, Apache mxnet, Caffe, Theano Python and many more. A library is a collection of modules that implement the related functionality. A framework defines inversion of control- it manages the flow of control and […]

Deep Learning With Python Library and Framework
Python Deep Learning Environment Setup

Python Deep Learning Environment Setup 2018

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1. Python Deep Learning Environment Setup Moving on from introducing Deep Learning, now, we guide you to set up your machine for your journey with Deep Learning using Python. So, today in this Deep Learning with Python Tutorial, we will see Python Deep Learning Environment Setup. Moreover, we will see how to install Python. Also, we will learn about Python Libraries such as NumPy, Keras, TensorFlow, Matplotlib, Theano. After this, we will look at Python Hardware i.e. GPU and CPU. […]

20 Interesting Applications of Deep Learning with Python

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1. Top Python Deep Learning Applications Today, in this Deep Learning with Python Tutorial, we will see Applications of Deep Learning with Python. In this tutorial, we will discuss 20 major applications of Python Deep Learning. So far, we have seen what Deep Learning is and how to implement it. Now let’s find out all that we can do with deep learning using Python- its applications in the real world. So, let’s start exploring Applications of Deep Learning with Python. 2. Applications […]

Applications of Deep Learning With Python
Deep Learning With Python Tutorial For Beginners - 2018

Deep Learning With Python Tutorial For Beginners – 2018

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1. Deep Learning Tutorial Python Today, we will see Deep Learning with Python Tutorial. Deep Learning, a Machine Learning method that has taken the world by awe with its capabilities. In this Deep Learning Tutorial Python, we will discuss the meaning of Deep Learning With Python. Also, we will learn why we call it Deep Learning. Moreover, this Python Deep learning Tutorial will go through artificial neural networks and Deep Neural Networks, along with deep learning applications. So, let’s start […]

8 Python Machine Learning Algorithms – You Must Learn

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1. Objective Previously, we discussed the techniques of machine learning with Python. Going deeper, today, we will learn and implement 8 top Python Machine Learning Algorithms. Let’s begin the journey of Machine Learning Algorithms in Python Programming. 2. Python Machine Learning Algorithms Followings are the Algorithms of Python Machine Learning: a. Linear Regression Linear regression is one of the supervised Python Machine learning algorithms that observes continuous features and predicts an outcome. Depending on whether it runs on a single variable […]

8 Python Machine Learning Algorithms - You Must LEARN
17 Top Applications of Machine Learning with Python

17 Top Applications of Machine Learning with Python

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1. Objective In our last tutorial, we discuss Machine learning Techniques with Python. Today, we dedicate this Python Machine Learning tutorial to learn about the applications of Machine Learning with Python Programming. Let’s take a look at the areas where Machine is used in the industry. So, start the Applications of Machine Learning with Python. 2. Why Python for Machine Learning? Before we proceed to the applications of Machine Learning with Python, you’re probably asking yourself- why Python? Among tools […]

4 Machine Learning Techniques with Python

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1. Objective In our last session, we discussed Train and Test Set in Python ML. Here, In this Machine Learning Techniques tutorial, we will see 4 major Machine Learning Techniques with Python: Regression, Classification, Clustering, and Anomaly Detection. So, let’s look at Machine Learning Techniques with Python. 2. Machine Learning Techniques vs Algorithms While this tutorial is dedicated to Machine Learning techniques with Python, we will move over to algorithms pretty soon. But before we can begin focussing on techniques and algorithms, let’s […]

4 Machine Learning Techniques with Python
Data Preprocessing, Analysis & Visualization - Python Machine Learning

Data Preprocessing, Analysis & Visualization – Python Machine Learning

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1. Objective Today in this Python Machine Learning Tutorial, we will discuss Data Preprocessing, Analysis & Visualization. Moreover in this Data Preprocessing in Python machine learning we will look at rescaling, standardizing, normalizing and binarizing the data. Also, we will see different steps in Data Analysis and Visualization. So, let’s start machine Learning with Python Data Preprocessing. 2. Data Preprocessing in Python Machine Learning Machine Learning algorithms don’t work so well with processing raw data. Before we can feed such […]