Archives for May, 2019 - Page 5
A key balancing act in machine learning is choosing an appropriate level of model complexity: if the model is too complex, it will fit the data used to construct the model very well but generalise poorly to unseen data (overfitting); if the complexity is too low the model won’t capture all the information in the…
The post Why Learning Rate Is Crucial In Deep Learning appeared first on Analytics India Magazine.
To be on top of your game at your game in the field of data science, reaching office on time and staying late, working day in and out is not the only thing. One has to be super productive outside the workplace as well. In this article, Analytics India Magazine takes a look at some…
The post 5 Non Work-Related Habits Every Data Scientist Must Inculcate appeared first on Analytics India Magazine.
Analysis of data and transforming it into some meaningful insights has become an integral part of an organisation. Data Munging is the process by which the data is identified, extracted, cleaned as well as integrated in order to gain a good dataset which is suitable for both exploration and analysis. Data Munging can also be…
The post The Importance Of Data Munging For Data Preparation In Analytics appeared first on Analytics India Magazine.
According to a study by Analytics India Magazine and Great Learning, almost 17% of all advertised analytics jobs in India demand for Python as a core skill whereas 16% demand Java. It is among the top languages useful for data scientists. Despite the language being one of the very widely used, there are some mistakes…
The post 5 Most Common Mistakes That Java Developers Should Avoid appeared first on Analytics India Magazine.
JavaScript is one of the most widely used languages of the web. It is where the programmers can manipulate the functions and use them for their convenience. Most popular websites used JavaScript as their web framework. Here are the top 8 JavaScript frameworks for web development, in alphabetical order: 1. Angular.js AngularJS extends HTML attributes…
The post 8 JavaScript Frameworks Programmers Should Learn In 2019 appeared first on Analytics India Magazine.
When we talk about Machine Learning or Data Science or any process that involves predictive analysis using data — regression, overfitting and regularization are terms that are often used. Understanding regularization and the methods to regularize can have a big impact on a Predictive Model in producing reliable and low variance predictions. In this article,…
The post A Complete Tutorial On Implementing Lasso Regression In Python With MachineHack Data Science Hackathon appeared first on Analytics India Magazine.
MachineCon 2019 Mumbai Edition wrapped up with extensive knowledge sharing, networking and recognising the best minds in the Indian analytics sector with Analytics100 awards. Attended by the who’s who of analytics industry, the second edition of the much-awaited invite-only conference was a close-knit affair. Presented by Cartesian Consulting, MachineCon 2019 saw more than 200 data…
The post MachineCon 2019 Mumbai Edition Brings Analytics Leaders Together & Recognises The Best Minds With Analytics100 Awards appeared first on Analytics India Magazine.
With the country’s internet users is growing in numbers each year, access to social media platforms like Facebook, Twitter and Google have surged across the country, thus turning these mediums into a potent weapon for parties. The immediate repercussion of which was the issue of dissemination of fake news, which forced the government to urge…
The post 6 Datasets To Visualize Lok Sabha Election By Numbers appeared first on Analytics India Magazine.
The data science and AI boom has begun to exhibit effects on other parts of the talent pipeline. Universities have now begun increasing the cut-off marks for statistics across Pune, showing the rising need for statisticians in data science. Undergraduate courses in colleges now have over 90% as the cut-off rates for statistics. The course…
The post Data Science Boom Escalates, Colleges To Increase Cut-Off Marks For Statistics Courses appeared first on Analytics India Magazine.
The United Arab Emirates is the latest country to jump on the train of adapting to the AI wave. Recently, Sheikh Mohammed bin Rashid Al Maktoum, Prime Minister of the UAE honoured the first batch of students from the AI Programme. He also painted a positive picture for AI in the government. The programme was…
The post UAE Steps Up AI Adoption, Commemorates First Batch Of AI Programme Graduates appeared first on Analytics India Magazine.