Discuss the Data Science Innovations in the Recent Past

Are you ready for data evolution? Here is how data science in India is becoming widely popular.

In recent years, India has emerged its market as a prominent hub for data science and analytics innovations. As per Forbes, GPT 3, one of the complicated systems, comprised around 175 billion parameters. However, it is also going to be updated into GPT 4 in 2024.

Experts predicted 2024 will be at the peak of technological advancements and data science evolutions. The study of PwC revealed that businesses using data analytics are more likely to be profitable and competitive than others.

Unprecedented demand for skilled data science professionals in India increases the need for enhanced university practices in the B Tech degree program. Top universities of India acknowledged this demand and worked their best to prepare industry-ready professionals.

Likewise, Manipal University, Jaipur, offers this four-year B Tech (CSE) program with core data science subjects like computational mathematics, statistics, and other computer science subjects. It includes a multi-campus model with mandatory student mobility in the 4/5/6th semester.

Keep scrolling to learn about the recent innovations in the data science niche and their contributions towards the technological era.

Explainable AI (XAI)

Heeding the need to understand and trust the results of machine learning algorithms, tech professionals invented explainable AI. It offers transparent and interpretable models to apply machine learning in different sectors like healthcare and finance.

In the data science niche, numerous XAI techniques are injected. Let’s explore.

Prediction Accuracy
Decision Understanding
Traceability

Studying B Tech at Manipal University, Jaipur, provides you with a multi-disciplinary environment in which you can adapt to the changing needs of society. You will become proficient data scientists to apply explainable AI in real-world settings. Explainable AI helps data scientists understand how machine learning algorithms produce a specific result.

Natural Language Processing (NLP)

The Google AI team presented BERT (Bidirectional Encoder Representations from Transformers), a paradigm for NLP. It is the branch of data science to understand the text and speak words like humans.

Hugging Face recently released AutoNLP to automate training models for standard text analytics (Source: Harvard Business Review). One has to upload the data on the AutoNLP platform to take advantage of this innovation.

As a student of Manipal University, Jaipur, you can participate in the B Tech CSE internship program to enhance your knowledge and experience in natural language processing. Let’s explore the trends of NLP in 2023.

Multilingual Language Models
Transfer Learning
Text Summarisation
Reinforcement Learning
Virtual Assistants
Named Entity Recognition

Responsible AI

Continuous technological advancements give rise to ethical considerations in using tools. Data scientists should be aware of responsible AI practices like fairness, transparency, accountability, and many more.

Guest lectures at top universities of India teach B Tech CSE students to implement responsible AI strategies. This trend occurred recently when the government or authorised bodies detected fraud and unethical use of AI in data science.

For example, students use AI tools such as ChatGPT, Bard, and more to complete their assignments. It is straightforward academic misconduct, and universities use Turnitin software to check AI data within their tasks, which might reduce this unethical practice.

Graph Analytics

The innovation of graph analytics has become crucial in data science. It is a visual representation that improves the understanding and processing of interconnected data.

Graph analytics make social network analysis, fraud detection, and other data management practices easier in this tech-driven market.

Individuals can learn about graphical representation of data while pursuing a B Tech (CSE) program from one of the top universities of India. Experienced faculty members at this premier institution can teach you about graph analytics and its benefits in real-world settings.

Also, this innovation made it possible for ordinary people to understand data easily through the graphical form.

Edge Computing

Recently, you’ve heard the name “edge computing”. If not, let’s tell you about it.

The computing paradigm brings data storage closer to the location where it is required in the tech field. Edge computing improves an individual’s efficiency, reducing response time and saving bandwidth.

Being a data scientist, you can now use edge computing in real-time decision-making in IoT, healthcare, and other areas. At Manipal University, Jaipur, we will teach you to access edge computing in the B Tech CSE program. It comes with extracurricular activities like seminars, guest lectures, workshops, and more to boost student’s skills for working in real-world settings.

Why is B Tech SCE (Data Science) at Manipal University, Jaipur Ideal?

“The T&P cell of MUJ provides lots of training and guidance to get your dream job in any prestigious organisation you always wished to work.” ~ Syed Md Yaqub (Department of IT, MUJ).

Being one of the NAAC-accredited universities in Rajasthan, Manipal University, Jaipur, prepares skilled and experienced data scientists to meet the market demands. Here is how Manipal University can help you get your dream job in a competitive environment.

95% placement opportunities for TSB students.
Over 34 industry collaborations.
Around 65% of faculty members are PhD scholars.

The MUJ invites deliberate organisations to place its students in different domains. The organisations include Capgemini, Oracle, Publicis Sapient, Wipro Ltd., and more. You can excel in the data science domain with the help of B Tech at MUJ.

Let’s Wrap

In this technological era, AI and ML are the two foremost innovations that help businesses perform informative decision-making. The data science niche includes dynamic and innovations relevant to industries like finance, healthcare, and supply chain management. A B Tech CSE is a suitable option for a career in data science. Moreover, we suggest you pursue it from one of the NAAC-accredited universities in Rajasthan to excel in the domain. MUJ is one of the best universities of India for B Tech. Therefore, visit the official website to learn about Manipal Jaipur placements and enrol for admissions.