Machine Learning Tutorials

4 Machine Learning Techniques with Python   Recently updated !

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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   Recently updated !

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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 […]

Python Machine Learning Environment Setup 2018   Recently updated !

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1. Python Machine Learning Environment Setup In this tutorial of Python Machine Learning Environment Setup, we will show you the way with setting your machine up for a Machine Learning environment with Python. Moreover, for Python Machine Learning installation, we will see the process to install Python and the needed Python Libraries such as NumPy, SciPy, Matplotlib etc. So, let’s start the Python Machine Learning Environment Setup. 2. How to Install Python? Before anything else, you will need to Install […]

Python Machine Learning Environment Setup
Python Machine Learning

Python Machine Learning Tutorial – Tasks and Applications   Recently updated !

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1. Python and Machine Learning In this Python Machine Learning Tutorial, we will introduce you to machine learning with Python. Moreover, we will discuss Python Machine Learning tasks, steps, and applications. Then, we will take a look at 10 tech giants that adapt Python Machine Learning to improve what they do. So, let’s start the Python Machine Learning Tutorial. 2. Introduction to Machine Learning With Python In this Machine Learning Tutorial Python, Machine Learning also termed ML. It is a […]

AdaBoost Algorithm For Machine Learning

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1. Objective Through this Machine Learning Tutorial, we will study Boosting – AdaBoost Algorithm. Also, will try to cover every concept related to Adaptive boosting with AdaBoost example. 2. What is AdaBoost First of all, AdaBoost is short for Adaptive Boosting. Basically, Ada Boosting was the first really successful boosting algorithm developed for binary classification. Also, it is the best starting point for understanding boosting. Moreover, modern boosting methods build on AdaBoost, most notably stochastic gradient boosting machines. Generally, AdaBoost […]

What is AdaBoost
Machine Learning Software | Machine Learning Framework

10 Best Machine Learning Software | Machine Learning Framework- 2018

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1. Objective Through this blog, we will learn Best Machine Learning Software. Also, will learn Machine Learning Frameworks: Apache Singa, Shogun, Apache Mahout, Apache Spark MLlib, TensorFlow, Oryx 2,Accord.NET, Amazon Machine Learning (AML), PredictionIO, and Eclipse Deeplearning4j in detail with their latest version. 2. Best Machine Learning Software Best Machine learning Softwares and Framework are discussed below. a. Apache Singa Apache Singa – Machine Learning Software, project was initiated by the DB System Group in 2014. They had a primary focus on distributed deep […]

Dimensionality Reduction – Machine Learning

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1. Objective In this Machine Learning Tutorial, we will study What is Dimensionality Reduction. Also, will cover every related aspect of machine learning- Dimensionality Reduction like components & Methods of Dimensionality Reduction, Principle Component analysis & Importance of Dimensionality Reduction, Feature selection, Advantages & Disadvantages of Dimensionality Reduction. Along with this, we will see all W’s of Dimensionality Reduction. 2. What is Dimensionality Reduction In machine learning we are having too many factors on which the final classification is done. […]

Dimensionality Reduction
What is Gradient Boosting Algorithm

Gradient Boosting Algorithm – Machine Learning Technique

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1. Gradient Boosting Algorithm In this Machine Learning Tutorial, we will study Gradient Boosting Algorithm. Also, we will learn Boosting Algorithm history & purpose. Along with this, we will also study the working of Gradient Boosting Algorithm, at last, we will discuss improvements to Gradient Boosting Algorithm.   2. Introduction to Gradient Boosting Gradient boosting is a machine learning technique for regression and classification problems. That produces a prediction model in the form of an ensemble of weak prediction models. […]

Top Machine Learning Algorithm You Must Know 2

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1. Objective In this machine learning tutorial, we will study Machine Learning Algorithm. Also, will learn how this Machine Learning Algorithm is categorized. Further, will try to cover each and every ML Algorithm. 2. Introduction to Machine Learning Algorithm Basically, there are two ways to categorize Machine Learning algorithms you may come across in the field. The first is a grouping of algorithms by the learning style. The second is a grouping of algorithms by a similarity in form or […]

Introduction - Machine Learning Algorithm
What is Clustering In data Mining

Cluster Analysis – Clustering In Data Mining

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1. Objective In this blog, we will study Cluster Analysis in Data Mining. First, we will study clustering in data mining and Introduction to Cluster Analysis, Requirements of clustering in Data mining, Applications of Data Mining Cluster Analysis and clustering algorithm. Further, we will cover Clustering Methods and approaches to Data Mining Cluster Analysis. 2. Introduction to Cluster Analysis a. What is Clustering in Data Mining? Generally, a group of abstract objects into classes of similar objects is made. We treat a […]