Author Archives: Amal Nair - Page 9
Researchers have been studying the possibilities of giving machines the ability to distinguish and identify objects through vision for years now. This particular domain, called Computer Vision or CV, has a wide range of modern-day applications. From being used by autonomous cars for object detection on roads to complex facial and body language recognitions that…
The post Introductory Guide To Real-Time Object Detection With Python appeared first on Analytics India Magazine.
Probability is an integral part of Machine Learning algorithms. We use it to predict the outcome of regression or classification problems. We apply what’s known as conditional probability or Bayes Theorem along with Gaussian Distribution to predict the probability of a class or a value, given a condition. The pair is also used in optimising…
The post Implementing Bayesian Optimization On XGBoost: A Beginner’s Guide appeared first on Analytics India Magazine.
Natural Language Processing (NLP) is one of the most explored and successful domains in machine learning. It is important because complex communication is one of the best signs of intelligence as we are trying to make machines communicate with humans effortlessly. In this article, we will do a hands-on NLP with Python to solve MachineHack’s…
The post Complete Guide To Cracking MachineHack’s ‘Predict The News Category Hackathon’ appeared first on Analytics India Magazine.
Tableau is one of the most popular tools for data visualization. As a platform that allows Data Analysts and Data Scientists to portray data effortlessly, Tableau saves a lot of time by not having to code for every pixel of the information displayed. In this tutorial, we will use the free version of Tableau to…
The post Tableau 101: A Hands-On Guide For Beginners appeared first on Analytics India Magazine.
Tableau is one of the most popular tools for data visualization. As a platform that allows Data Analysts and Data Scientists to portray data effortlessly, Tableau saves a lot of time by not having to code for every pixel of the information displayed. In this tutorial, we will use the free version of Tableau to…
The post Tableau 101: A Hands-On Guide For Beginners appeared first on Analytics India Magazine.
One of the coolest and creative things about Data Science is visualization. It is where we put our technical skills to work in correlation with art. Data visualization is not an easy task but is an enjoyable task where we get to turn raw and unattractive data into bright and colourful images that can even…
The post Beginner’s Guide To Geographical Plotting With Plotly appeared first on Analytics India Magazine.
MachineHack is back again with an exciting hackathon for all data enthusiasts. The new hackathon provides users with a real-world dataset of news and articles collected from various sources that the participants can use to build a Machine Learning Model which will be capable of identifying the genre of the news. Predict The News Category…
The post Data Science Hackathon: Use Machine Learning & NLP To Predict The News Category & Win Exciting Prizes appeared first on Analytics India Magazine.
Everyone in this industry understands the importance of data visualisation and the fact that it is a powerful skill which can be used to tell interesting stories from data. In our previous articles, we have also talked about some of the popular visualisation libraries in Python such as Seaborn and Pandas inbuilt visualisation. In this…
The post Beginner’s Guide To Data Visualisation With Plotly & Cufflinks appeared first on Analytics India Magazine.
A computer is a powerful machine when it comes to processing large amounts of data faster and efficiently. But considering the no limit nature of data, the power of a computer is limited. In the machine learning context, a machine or computer can efficiently handle only as much data as its RAM is capable of…
The post Beginners Guide To PySpark: How To Set Up Apache Spark On AWS appeared first on Analytics India Magazine.
Docker is everywhere in the software industry today. Mostly popular as a DevOps tool, Docker has stolen the hearts of many developers, system administrators and engineers, among others. What is Docker? “Docker is a tool that helps users to exploit operating-system-level virtualisation to develop and deliver software in packages called containers.” This technical definition may…
The post Why Use Docker In Machine Learning? We Explain With Use Cases appeared first on Analytics India Magazine.