Essay (Main Body)

 

Artificial Intelligence is adopted by this era rapidly, as a computer science student it’s really important for us to understand the need of time. World is moving towards a solution which can solve complex problems on their own & owes thinking pattern like humans. I’m really found of the techniques of AI how’s that utilized in different technologies. AI is the main domain which forms the basic building block to my Project. Next step to my research leads me to machine learning. The models built in ML require more human interacts but are easy to create. Here comes its one subset which is deep learning, uses neural networks works on difficult multi-layering but they have ability to grow their own and I am working on such project ‘Chatbot’ this is technique which educate machines to come up with natural outputs like humans. We also have library those are completely based on Artificial intelligence, Python language has good contribution in AI. In my research I will be studying how a Chatbot can be created in python? 

The Chatbot Project learns on their own from very start with the help of Deep Learning strategies. It uses database info & matches the patterns with the support of techniques by deep learning. Some Chatbots uses pre-written data but usually are conversational and they use learning mechanism to perform their tasks. To get user response and proceed with communication they need to work by neural network, which come up with sequence of Input layers on particular in order to hide its existing state. Chatbot help business reduce their cost and increase efficiency in customer support. It also helps in automated lead generation, contextual support to customers, to measure performance and to save time. My analysis guides me in term of use for Chatbotter they make things easier in terms of responses. I seems like we are interacting to another human not to just a coded machine. We can have services of chatbots 24/7 but for humans it’s not possible to manage this way that can lead increase in labor cost.

I will be doing my Project in Python language. In last few years Python has achieved so much in technology as well as business industry. Its bots are not just adept also intelligently imitate natural languages like human conversational speaking. They are programmed to provide particular information, to analyze data & to support us solving complex algorithms by assisting you verbally or with written response. To build conversational interface my research will work on Watson Assistant that includes it’s three phases that are Scope, design & implementation. Also, we can manage our projects with personalized services and fewer resources.  Best examples to my research in real-time are Apple’s Siri, Microsoft’s Cortana & Amazon’s Alexa. I am looking towards learning in such aspects with my AI based research on chatbots with the help of Python and their technologies.

Ref

Homepage (2022) Great Learning Blog: Free Resources what Matters to shape your Career! Available at: https://www.mygreatlearning.com/blog/ (Accessed: October 30, 2022).