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  • API, Python

    Fetching Json data via Restful Api & Preprocessing

    By Anurag on December 13, 2017

    Restful api json data

     

  • Data Mining, Machine Learning, Wiki

    11 Data Mining Algorithms

    By Anurag on December 9, 2017

    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"

  • Data Visualization

    Best Data Visualization Resources

    By Kamran on August 16, 2017

    Data Visualization

    Data Visualization Websites Online Juice Analytics Silk Datawrapper Polychart Plotly DataHero Number Picture Weave Datavisual Zoomdata (via the cloud platforms) RAW Software Tableau SAP Lumira (including a free Personal Edition version) Microsoft Excel (or any other spreadsheet that includes charts) ClearStory BeyondCore Mathematica MATLAB MatPlotLib (if you are comfortable programming Python) R Programming Language ggplot2

  • Big Data, Machine Learning

    Top Ten Places where AI and Machine Learning make our Life Easier

    By Kamran on July 31, 2017

    AI

    Creativity to make our surrounding automatic is our one and only aim left. Day by Day AI and Machine Learning automating more and more parts of our life.We all have heard about AI thanks to movies for its introduction, but what about Machine Learning/ML. ML is the buzzword for most of us. Basically, ML makes computer to learn.In a nut… Continue reading "Top Ten Places where AI and Machine Learning make our Life Easier"

  • Big Data

    The biggest big data challenges

    By Kamran on April 27, 2017

    big data challenges

    We all know that Necessity is the mother of invention and we don’t want to stop at any point in our life because it’s in our gene.The complex business environment in the world made to invent the concept of big data. Nowadays, data and how to use them make the company different from each other and most important to stay… Continue reading "The biggest big data challenges"

  • Big Data

    $19 Trillion Tech Industry Heading Our Way( IoT )

    By Kamran on April 24, 2017

    IOT

    The “Internet of Things” is emerging technology and phrase that 87% of people haven’t heard of. The Internet of things (IoT) is the inter-networking of physical devices, vehicles (also referred to as “connected devices” and “smart devices”), buildings, and other items—embedded with electronics, software, sensors, actuators(MEMs), and network connectivity that enable these objects to collect and exchange data via Internet.We… Continue reading "$19 Trillion Tech Industry Heading Our Way( IoT )"

  • Big Data

    5 pillars of data scientist career

    By Kamran on April 22, 2017

    data scientist career

    Genetically Modified Leadership Great Power Great Responsibility Big Picture in Big Data KISS Feedback   Genetically Modified Leadership:  You and you alone there to guide and lead yourself. To get noticed by the world you have to modify well exactly like GMO food. Tackle weakness and polishing your strengths lead you to greatness. By concurrently being the best mentor and… Continue reading "5 pillars of data scientist career"

  • Python

    Python Libraries for Data Science

    By Anurag on March 14, 2017

    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"

  • Data Visualization, Tools

    Google Data Studio dashboarding and reporting tool

    By Anurag on March 8, 2017

    Google data studio

    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"

  • Tools

    Data Processing Command Line Tools

    By Anurag on March 7, 2017

    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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Recent Posts

  • How to install python in windows and use pip in command prompt like mac and ubuntu
  • Visualization: what we see and what we think
  • How to Deploy D3.js visualization or any .html to heroku
  • How to Embed D3.js visualizations in WordPress blog using iFrames
  • Some NLP Frameworks that you can try out today
  • Bias & Variance in laymen Terms
  • Repository of Natural Language Processing
  • Python 2 & 3 kernel inside the jupyter notebook
  • What is GTFS by the way ?
  • 7 Steps of Machine Learning

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