Archives for June, 2019 - Page 9
There is no objection in saying that Classification is one of the most popular Machine learning problems across the entirety of Data Science and Machine Learning. We humans have been so fixated on making a machine learn to classify and categorize things, whether it be images, symbols or whatever form that data can take. Artificial…
The post A Beginner’s Guide To Scikit-Learn’s MLPClassifier appeared first on Analytics India Magazine.
If a neural network say CNNs, are tasked with identifying the numbers, it is supposed to do this easily considering its reputation with image classification tasks. The above image has digits in two styles. CNNs can achieve reasonably good accuracy (98%) when trained and evaluated on the source domain (SVHN). However, the same CNN model…
The post How To Establish Domain Transferability In Neural Models appeared first on Analytics India Magazine.
The NDA government has come into its new term with a renewed gusto towards analytics in the public sector. Recognising the disruptive effect that the upcoming AI wave will have on citizen’s day-to-day activities, the government has put it on a spotlight. One of the biggest needs for a healthy analytics ecosystem in any given…
The post India’ Open Government Data Platform Is Helping Data Scientists Kick-start Their ML Journey appeared first on Analytics India Magazine.
In a recent development, Wysa, an AI conversational agent that help improve mental health, raised about $2m (Rs 15 crore) in a pre-Series A round of funding. This funding round was led by pi Ventures, with participation from Kae Capital and other investors. Founded by Jo Aggarwal and Ramakant Vempati three years ago, Wysa is…
The post AI Mental Health Platform Wysa Raises ₹ 15 Crores In Funding Led By pi Ventures appeared first on Analytics India Magazine.
We have all seen robots (if not in reality, then at least in movies) cleaning rooms, serving food in restaurants making cars in manufacturing units. And talking about robotics, American engineering and robotics design company, Boston Dynamics is definitely one of the best in the domain. All the robots that the company has ever created…
The post Robot Strikes Back: What If Bosstown Dynamics Parody Turned Into A Reality? appeared first on Analytics India Magazine.
Everyone has spent a lot of time in MS Paint when first learning to use a computer, creating basic pieces of art using simple tools. Now, NVIDIA has come up with a demonstration of their latest research, which can create a simplistic image into a photorealistic landscape. Known as GauGAN, this neural network has an…
The post GauGAN Can Turn MS Paint-Like Sketches Into Photorealistic Masterpieces appeared first on Analytics India Magazine.
In the latest move in a back-and-forth between Indian regulators and foreign companies, the United States has allegedly told India that it is considering restricting the popular H-1B work visas for the country. This is a risky move for India’s position in the global labour market, as over 70% of all H-1B visa applicants are…
The post RBI’s Data Localization Sees Backlash From US, May Restrict H-1B Visas appeared first on Analytics India Magazine.
A feature can be said as the numeric representation of both structured and unstructured data. Feature engineering is one of the crucial steps in the process of predictive modelling. This method basically involves the transformation of given feature space, typically using mathematical functions, with the objective of reducing the modeling error for a given target.…
The post Introduction To Feature Engineering And Its Techniques For Machine Learning appeared first on Analytics India Magazine.
Even though the euphoria around AI is high, talk about AI adoption within enterprises is usually met with a confused gaze among business leaders. And rightly so — AI use cases, though very well storied, have not really well concretised for enterprises. They still appear very consumer focused. Also, adoption for AI, just like any…
The post Here’s Why Existing Analytics Units Should Outgrow Into AI Units appeared first on Analytics India Magazine.
A huge portion of the data that exists today is textual and as a Data Scientist, it is very important to have the skill sets to process these textual data. Natural Language processing has been around for a long time and it has been growing in popularity. Today almost all tech devices have some sort…
The post How To Solve Your First Ever NLP Classification Challenge appeared first on Analytics India Magazine.