Archives for August, 2021 - Page 3
Federated learning was first introduced by Google in 2016
The post Top 10 Research Papers On Federated Learning appeared first on Analytics India Magazine.
Data science adoption has accelerated over the last couple of years, especially after the pandemic. As a result, Data Scientists or AI/ML Engineers are hired across sectors as enterprises look to utilise data to make informed decisions or automate processes. At the same time, the amount of data generated has increased along with the variety…
The post How Much Does A Data Engineer Make In India? appeared first on Analytics India Magazine.
The Tesla Bot or Optimus will be aimed at eliminating dangerous, repetitive and boring tasks.
The post Elon Musk’s Humanoid Robot: A Hit Or A Miss? appeared first on Analytics India Magazine.
Will there be a healthy competition among firms to explore other dimensions of VR?
The post Does The Latest Emergence Of Oculus Impact Other Important Dimensions of VR? appeared first on Analytics India Magazine.
In machine learning, feature selection is the procedure of selecting important features from the data so that the output of the model can be accurate and according to the requirement. Since in real-life development procedure, the data given to any modeller has various features and it happens all the time that there are various features…
The post A Complete Guide to Sequential Feature Selection appeared first on Analytics India Magazine.
In Federated Learning, a model is trained from user interaction with mobile devices. Federated Learning enables mobile phones to collaboratively learn over a shared prediction model while keeping all the training data on the device, changing the ability to perform machine learning techniques by the need to store the data on the cloud.
The post A Beginners Guide to Federated Learning appeared first on Analytics India Magazine.
The T-test is a hypothesis testing method that helps in testing the significance of two or more groups and determining the important differences between the groups being compared. It is a variation of inferential statistics and is mostly used with datasets that possess a normal distribution but with unidentified variances.
The post Understand the Significance of T-Test and P-Value Using Python appeared first on Analytics India Magazine.
In the era of Data Science where knowledge of programming languages like Python and R is essential to implement the fundamental algorithms and techniques related to Machine learning and Data analytics.
The post Beginner’s Guide to WEKA – A Tool for ML and Analytics appeared first on Analytics India Magazine.
Scaling the target value is a good idea in regression modelling; scaling of the data makes it easy for a model to learn and understand the problem.
The post Why Data Scaling is important in Machine Learning & How to effectively do it appeared first on Analytics India Magazine.
The model is suitable for different applications given its capacity to produce various outputs from various inputs.
The post Deep Mind OpenSources Perceiver IO, Its Latest DL Model appeared first on Analytics India Magazine.