Fetching Json data via Restful Api & Preprocessing
Author: Anurag
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11 Data Mining Algorithms
1. Regression & Classification Linear Multivariate Linear Logistic Softmax Vectorization Gradient Calculation Stochastic Gradient Descent (SGD) Optimizers and Objectives 2. Regularization Ridge regression 3. Clustering k – Means EM Algorithms 4. Unsupervised Learning Autoencoders PCA Whitening sparse coding 5. Neural Network Perceptrons Backpropagation Restricted Boltzmann Machines Learning Vector Quantization 6. Deep Learning Stacked Autoencoders Convolution Neural Networks (Feature Extraction, Pooling)… Continue reading "11 Data Mining Algorithms"
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Python Libraries for Data Science
Data Analysis – Machine Learning Pandas (data preparation) Pandas help you to carry out your entire data analysis workflow in Python without having to switch to a more domain specific language like R. Practical real world data analysis, reading and writing data, data alignment, reshaping, slicing, fancy indexing, and subsetting, size mutability, merging and joining, Hierarchical axis indexing, Time series-functionality.See More: Pandas Documentation Scikit-learn (Machine Learning) Simple… Continue reading "Python Libraries for Data Science"
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Google Data Studio dashboarding and reporting tool
The new Dashboarding and reporting tool Google Data Studio which was launched in 2016 is now available for free for small business earlier it was limited to 5 data reports, now the limit has been lifted from 5 to unlimited.Data Studio turns your data into informative Dashboards and Reports which you can read, easy to share, and fully customizable. With Dashboarding you can tell… Continue reading "Google Data Studio dashboarding and reporting tool"
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Data Processing Command Line Tools
A series of operations on data, to retrieve, transform or classify information, Also the collection and manipulation of items of data to produce meaningful information are known as Data Processing, Some useful Data Processing Command Line tools.AgateAlternative to Numpy and pandas that solve real-world problems with readable code.IMGKitPython library of HTML to IMG wrapper.Xml2JsonConverts an XML input to a JSON output.Json2CSVConverts a stream… Continue reading "Data Processing Command Line Tools"
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Twitter Trend Analysis Twitter API
Exploring trending topics on twitter using Twitter API in Python
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K Nearest Neighbour & Logistic Regression: Iris Dataset
Predicting the Flower Species using K Nearest Neighbour & Logistic Regression on Iris Dataset
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Linear Regression: Advertising Dataset
Machine Learning Model of advertising dataset using Linear Regression in Python
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CAP Theorem: Big Data
When you’ll start working with NoSQL databases, sooner or later you come across CAP theorem, The theorem published by Eric Brewer in 2000, that describe any distributed system. In a distributed database system C stands for Consistency, A stands for Availability and P stands for Partition Tolerance. Consistency – Every node in the system will have the same view of data. Availability – User… Continue reading "CAP Theorem: Big Data"
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NLTK – Natural Language Processing in Python
In our day-to-day life we generate a lot of data like tweets, facebook posts, comments, Blog posts, articles which are generally in our natural language and which falls in category of semi-structured and unstructured data, So as when we process natural language data “the unstructured data – plain text” we call it Natural Language Processing. Natural Language Tool Kit is a… Continue reading "NLTK – Natural Language Processing in Python"