Archives for AI and machine learning - Page 2
There are certain times when researchers and neural net builders fail to explain what’s going on behind the black box. For instance, deep neural networks, large ensemble models, among others have been achieving significant accuracies but these algorithms lack the explanation behind the decisions. Who doesn’t like to get a clear explanation of a complex…
The post Will IBM’s Latest AI Toolkit Set The Path Towards Explainable AI? appeared first on Analytics India Magazine.
Researchers and technologists around the globe are now striving to develop artificial general intelligence (AGI) in order to achieve one common target — build efficient models which are more human-like. Now, China has been pushing itself to accelerate AI quite seriously and has been doing massive investments in this sector. According to reports, China’s spending…
The post What’s The Whole Commotion Regarding China’s Tianjic Chip About? appeared first on Analytics India Magazine.
Gradient Boosting Decision Tree is a widely-used machine learning algorithm for classification and regression problems. This is not a new topic for machine learning developers. GBDT achieves state-of-the-art performance in various machine learning tasks due to its efficiency, accuracy, and interpretability. GBDT is an ensemble model of decision trees which learns the decision trees by…
The post Comparing The Gradient Boosting Decision Tree Packages: XGBoost vs LightGBM appeared first on Analytics India Magazine.
Google Researchers Explore A New Paradigm For Partial Differential Equations With Machine Learning
What’s common with predicting climate change and simulating nuclear fusion reactors? These tasks are modelled on a system of very famous mathematical equations — partial differential equations (PDE). PDEs are the class of equations which describe everything smooth and continuous in the physical world, and the most common class of simulation problems in science and…
The post Google Researchers Explore A New Paradigm For Partial Differential Equations With Machine Learning appeared first on Analytics India Magazine.
Over the years, investment products such as mutual funds, ULIPs have continued to interest consumers. However, the number of people who are genuinely satisfied with their investment portfolio amount is not much. There are multiple reasons for this — and one of the main reasons is that the consumer is the last point of focus,…
The post Fintech Startup Jarvis Leverages Machine Learning To Help Users Crack The Stock Market appeared first on Analytics India Magazine.
The Curse of Dimensionality is termed by mathematician R. Bellman in his book “Dynamic Programming” in 1957. According to him, the curse of dimensionality is the problem caused by the exponential increase in volume associated with adding extra dimensions to Euclidean space. The curse of dimensionality basically means that the error increases with the…
The post Curse Of Dimensionality And What Beginners Should Do To Overcome It appeared first on Analytics India Magazine.
It is very crucial for the machine learning enthusiasts to know and understands the basic and important machine learning algorithms in order to keep themselves up with the current trend. In this article, we list down 10 basic algorithms which play very important roles in the machine learning era. 1| Logistic Regression Logistic regression, also…
The post 10 Algorithms Every Machine Learning Enthusiast Should Know appeared first on Analytics India Magazine.
For long, the non-banking financial sector in India has been battling dark days with the sector facing a liquidity crisis. This week, in our column ‘Deep Dive’, we spoke to Tata Capital, the financial services arm of the $100 billion Tata Group to understand how NBFC major is deploying emerging technologies to drive growth and…
The post Deep Dive: Revamping The NBFC Tag, Tata Capital Is Upping Their Tech Game With AI appeared first on Analytics India Magazine.
Humans are already heavily depended on machines in some way or the other and in the meantime, developments in the field of artificial intelligence and machine learning are moving at a breakneck speed. Though Artificial Super Intelligence (ASI) is the thing of the present, various research and studies are underway to make computers think beyond…
The post Who’s Afraid Of Artificial Super Intelligence? appeared first on Analytics India Magazine.