Archives for June, 2020 - Page 9
Deep learning (DL) models are known for tackling the nonlinearities associated with data, which the traditional estimators such as logistic regression couldn’t. However, there is still a cloud of doubt with regards to the increased use of computationally intensive DL for simple classification tasks. To find out if DL really outperforms shallow models significantly, the…
The post Is Deep Learning Necessary For Simple Classification Tasks appeared first on Analytics India Magazine.
Approached with trepidation until not long ago, data science and artificial intelligence have emerged as popular career choices today. Not only do they prepare aspirants for the future of work amid large scale automation, they are also industry-agnostic and are labelled as highly lucrative. It is no wonder then that a slew of Master’s programs…
The post MS In Data Science VS MS In AI – Which One Should You Choose? appeared first on Analytics India Magazine.
A classical approach to any reinforcement learning (RL) problem is to explore and to exploit. Explore the most rewarding way that reaches the target and keep on exploiting a certain action; exploration is hard. Without proper reward functions, the algorithms can end up chasing their own tails to eternity. When we say rewards, think of…
The post Top Exploration Strategies Used In Reinforcement Learning appeared first on Analytics India Magazine.
As most businesses struggle to stay afloat amid the Covid-19 pandemic, companies operating in the edtech sector have reportedly been peaking. While some online course providers like upGrad have reported a massive surge in learners, others including Vedantu and Edvizo have successfully raised funds in these uncertain times. These developments have led to an outpouring…
The post Amid Surge In Online Courses, Here’s How To Choose The Right One appeared first on Analytics India Magazine.
As most businesses struggle to stay afloat amid the Covid-19 pandemic, companies operating in the edtech sector have reportedly been peaking. While some online course providers like upGrad have reported a massive surge in learners, others including Vedantu and Edvizo have successfully raised funds in these uncertain times. These developments have led to an outpouring…
The post Amid Surge In Online Courses, Here’s How To Choose The Right One appeared first on Analytics India Magazine.
Data science is a domain where working from home needs specific conditions, including the type of projects, access to tools, kind of tasks, staff engagement, and connectivity, and collaboration with the rest of the team/company. But such factors alone can be the source of problems for a data science team to be productive and efficient. …
The post Challenges Data Teams Face While Working Remotely appeared first on Analytics India Magazine.
Recently, developers from ETH Zurich, Switzerland introduced the first-ever high-level programming language for quantum computers, known as Silq. The language addresses various challenges of quantum languages, such as unintuitive and cluttered code by supporting safe and automatic uncomputation. In order to gain an advantage over traditional algorithms, researchers have been working on quantum computers and…
The post Meet Silq – The First High-Level Programming Language For Quantum Computers appeared first on Analytics India Magazine.
In this article, we will train the machine learning classifiers to predict whether given news is real news or fake news. For this task, we will train three popular classification algorithms - Logistics Regression, Support Vector Classifier and the Naive-Bayes to predict the fake news. After evaluating the performance of all three algorithms, we will conclude which among these three is the best in the task.
The post Hands-On Guide to Predict Fake News Using Logistic Regression, SVM and Naive Bayes Methods appeared first on Analytics India Magazine.
As the data science field has blown in popularity, it is important to note that there are other job titles with an overlap of functions. Job titles are so confusing nowadays that one company might label a designation something that is completely different somewhere, and so mainly focuses on what the responsibilities, technical skills and…
The post The Difference Between Various Data Science Job Titles appeared first on Analytics India Magazine.
With about 7000 attendees, the 6 days virtual conference on computer vision concluded a plethora of paper presentations, workshops and tutorials. From the breakthroughs on computer vision to open-sourcing datasets and projects, this conference was loaded with interesting topics and areas including autonomous driving, video sensing, action recognition, and much more. We have already covered…
The post Everything So Far At CVPR 2020 – Part 2 appeared first on Analytics India Magazine.