What is AI vs ML vs DL vs DS

                      World of Data Science

In this world , the human will produce large amount of data day by day based on their activities . So now see how this data plays major role in many IT industries . 

Data Science : 

In 21st century the data plays important role . The companies will collect the data from various resources . The more data you have , the more business insights you can generate .

By using this data , the companies will predict the human behaviour and recommend their products and services based on human activity on social media . All these possible only when you have data . By using various resources and tools we will modify and use the data .

Artificial Intelligence : 

This is the common word we are listening from many years . Yes ,this is the future . In every working sector the artificial intelligence will be present in coming days . The usage of AI will be high in coming days . Artificial intelligence enables the machine to think like human .

For example in present days there is so many real time use cases of artificial intelligence . They are self driving cars , Google translate , ok Google and Siri etc..

Machine Learning : 

Machine learning is the subset of the artificial intelligence . We can solve the problems in AI by using machine learning approaches . We use many statistical tools to explore and analyse the data . It enables the machines to understand data , learn from data , and make decisions based on patterns hidden on data.  Machine learning is of three types . They are supervised learning , unsupervised learning and reinforcement learning . 

Deep Learning : 

It is the subset of machine learning . In this we will use the concept of Neural networks which will similar approach of our neurons in eye and brain . There is mainly three types of neural networks are present . They are Artificial Neural Network(ANN) , Conventional Neural Network (CNN) - by using this we will perform computer vision which includes the image processing and recurrent neural networks (RNN) - by using this we will work on the textual analysis like word embedding . 

With all these approaches and techniques we will perform certain operations and accurate the very good results which will helpful for the growth of technology and business use case . 

Thank You ...