Archives for July, 2021
Our focus is on combining DRL and MCTS to predict pass and churn rates as measures of game difficulty and engagement.
The post Researchers Introduce Enhanced Deep RL Model For Automated Playtesting appeared first on Analytics India Magazine.
The European Space Agency has outlined plans to launch its first debris removal project in 2025 with Swiss startup ClearSpace.
The post How AI Is Helping Space Debris Removal Efforts appeared first on Analytics India Magazine.
IITs are at the forefront of innovation in the country. We take a look at the top innovations powered by IITs this year so far.
The post Tech Innovations By IITs In 2021 (So Far) appeared first on Analytics India Magazine.
FLAML is an open-source automated python machine learning library that leverages the structure of the search space in search tree algorithmic problems and is designed to perform efficiently and robustly without relying on meta-learning, unlike traditional Machine Learning algorithms. To choose a search order optimized for both cost and error and it iteratively decides the learner, hyperparameter, sample size and resampling strategy while leveraging their compound impact on both cost and error of the model as the search proceeds.
The post Microsoft FLAML VS Traditional ML Algorithms: A Practical Comparison appeared first on Analytics India Magazine.
AI-based technology has been very generalised and hence very exclusionary in catering to persons with disabilities.
The post How Microsoft’s AI For Accessibility Is Addressing The Issue Of Data Desert appeared first on Analytics India Magazine.
AI-based technology has been very generalised and hence very exclusionary in catering to persons with disabilities.
The post How Microsoft’s AI For Accessibility Is Addressing The Issue Of Data Desert appeared first on Analytics India Magazine.
This article tried to explore and understand Image Models and how they work. We also learned about a descriptive PyTorch Image Model known as VIT, where we implemented AugReg to create an Image Label Predictor.
The post Complete Guide To VIT-AugReg: A PyTorch Image Model Descriptive Predictions appeared first on Analytics India Magazine.
For visualising signals into an image, we use a spectrogram that plots the time in the x-axis and frequency in the y-axis and, for more detailed information, amplitude in the z-axis. Also, it can be on different colors where the density of colors can be considered the signal’s strength. Finally, it gives you an overview of the signal where it explains how the strength of the signal is
The post Hands-On Tutorial on Visualizing Spectrograms in Python appeared first on Analytics India Magazine.
By the facts, a very large amount of unstructured data represents huge under-exploited opportunities. For example, if you look at our daily communication, you get what the person wants to say or convey and easily interpret their attitude towards you. So, in short, unstructured data is complex, but with the right tools and proper techniques, we can easily get those insights.
The post Hands-On Guide To Librosa For Handling Audio Files appeared first on Analytics India Magazine.
The program already has on boarded 2,500 students.
The post NASSCOM Foundation & DXC Technology Launch Employability Skills Program appeared first on Analytics India Magazine.