Archives for July, 2019
Machine learning models which are deployed for vision and in natural language processing (NLP) tasks usually have more than one billion parameters. This allows for better results as the model generalises over a large wide range of parameters. Pre-trained language representations such as ELMo, OpenAI GPT, BERT, ERNIE 1.0 and XLNet have been proven to…
The post BAIDU’s ERNIE 2.0 Gets NLP Top Honours, Eclipses BERT & XLNet appeared first on Analytics India Magazine.
Machine learning models which are deployed for vision and in natural language processing (NLP) tasks usually have more than one billion parameters. This allows for better results as the model generalises over a large wide range of parameters. Pre-trained language representations such as ELMo, OpenAI GPT, BERT, ERNIE 1.0 and XLNet have been proven to…
The post BAIDU’s ERNIE 2.0 Gets NLP Top Honours, Eclipses BERT & XLNet appeared first on Analytics India Magazine.
When it comes to cybersecurity, tools and infrastructure matter a lot in order to battle notorious threats. Companies across the world have of late understood the importance of having strong cybersecurity and are trying every possible tool or software to make it better. There are two types of tools — open-sourced and closed-sourced. While most…
The post 6 Challenges In Using Open Source Cybersecurity Tools appeared first on Analytics India Magazine.
With the growth of data, tools and techniques to do predictive modelling as well as the evaluation methods used to assess the performance of a model have evolved. Model development is an iterative process and evaluation methods play an important role in it. Machine learning has two key parts — supervised and unsupervised. This article…
The post A Primer On Evaluation Techniques In Data Science Classification Methods appeared first on Analytics India Magazine.
In a move to encourage creative skills as well as give data enthusiasts a chance to win free tickets, the fifth edition of Cypher 2019 is announcing an exciting contest. Titled #MeetMeAtCypher, the contest is a video challenge that will bring out the creativity in participants. Cypher 2019 will be held in Bengaluru from 18-20…
The post Cypher 2019: Participate In The #MeetMeAtCypher Contest & Win Tickets To India’s Largest Analytics Summit appeared first on Analytics India Magazine.
With Industrial Revolution 4.0 affecting the way India Inc conducts business, many noted companies in the country have started changing their strategies. Over the last decade, scores of big names in the Indian tech sector, especially in the IT and e-commerce sectors, seem to have changed the face of business by two specific strategies: acquiring…
The post Big Story: Why Are Indian Tech Giants Acquiring So Many Startups & SMEs? appeared first on Analytics India Magazine.
Cross-linguistic references can be understood by humans based on context. Words learnt in one language like ‘mother’ or ‘maa’ can be associated immediately when heard in another language. Now, attempts have been made to induce this trait in machines and the current machine learning models have employed transfer learning techniques to make smart translations. In…
The post How To Perfect Neural Machine Translation With Generative Networks appeared first on Analytics India Magazine.
Analytics adoption has become a key requirement for most companies as it helps in speeding up the data understanding and generating useful insights. However, not all analytics adoption strategies turn out to give the same amount of success. There are certain instances where despite all the efforts, the analytics program fails to deliver the expected…
The post 7 Reasons Why Your Organisation’s Analytics Programme May Fail appeared first on Analytics India Magazine.
Computer vision is accelerating almost every domain in the industry. With the help of Computer Vision technologies, organisations are revolutionising the way machines used to work earlier. Now, big tech around the globe are utilising computer vision technology domains like healthcare and autonomous driving, among others. In order to build a robust deep learning model…
The post 10 Open Datasets You Can Use For Computer Vision Projects appeared first on Analytics India Magazine.
Getting started with Analytics or Data Science career often leads to the crucial question — should you be looking for a job in a big organisation, or should you experiment with a vibrant startup? Both startups and big firms are on a constant lookout for candidates for their data science teams and a candidate may…
The post Should You Start Your Data Science Career With Big Tech Companies Or Startups? appeared first on Analytics India Magazine.