When it comes to choosing between RNN vs CNN, the right neural network will depend on the type of data you have and the outputs that you require. While RNNs (recurrent neural networks) are majorly used for text classification, CNNs (convolutional neural networks) help in image identification and classification. There are a lot of differences […]

We at Springboard India have exciting news to share that has significance for us, our learners, and you – our community of students and professionals – who are keen to up-skill and achieve your dream career. We are happy to announce that we have raised $31 million in Series B funding, bringing our total capital […]

IDC reported the global spending on AI technologies will hit $97.9 billion by the end of 2023. According to Gartner, 80% of merging technologies will have foundations in AI by the end of 2021. According to LinkedIn’s 2020 Emerging Jobs report, artificial intelligence engineers and data scientists continue to make a strong showing as the top […]

Convolutional Neural Networks are a type of neural networks that are majorly used for image recognition and classification. While simple neural networks can classify an image, if the image has large pixels it will increase the number of parameters for the neural network which will indirectly increase the processing time and slow down the network. This […]

TensorFlow 1.0 vs TensorFlow 2.0 has been the point of focus for data learning enthusiasts across the world ever since Google released TensorFlow 2.0. Google Brain launched TensorFlow 1.0 in 2017, whereas the updated version i.e TensorFlow 2.0’s release date was September 30, 2019. TensorFlow quickly became the most popular open-source ML library. And now […]

Whether you want to build an automated image captioning tool or a machine-based translation tool, the first question you should ask is — What are recurrent neural networks. Recurrent neural networks (RNNs) give an interesting twist to the simple neural networks by remembering the past data. While simple neural networks just give fixed-sized input and […]

As upskilling becomes more and more popular in every sphere amid the coronavirus pandemic, many are in two minds about opting for a learning methodology – mentoring vs teaching. This is a personal question for many professionals looking for a career transition. Mentoring vs teaching – Which learning methodology is best for upskilling? This is […]

In today’s world, any job interview can be intimidating. This is more so in areas like artificial intelligence and machine learning which are still nascent, jobs are competitive, and the expectations from candidates are sky-high. At Springboard, we believe that a successful career transition in such fields can only happen through mentorships. In this blog […]

In the field of machine learning, regression analysis is one of the most common and popular techniques to understand relationships between variables. Linear regressions are typically used in these scenarios. However, when you see high multicollinearity in your linear regression — which is common when there are a large number of parameters — you need […]