Homebreadcumb forward arrow iconBlogbreadcumb forward arrow iconArtificial Intelligencebreadcumb forward arrow iconTop 7 Trends in Artificial Intelligence & Machine Learning in 2024

Top 7 Trends in Artificial Intelligence & Machine Learning in 2024

Last updated:
10th Jan, 2021
Read Time
6 Mins
share image icon
In this article
Chevron in toc
View All
Top 7 Trends in Artificial Intelligence & Machine Learning in 2024

Currently, machine learning and artificial intelligence are popular and pioneering domains in computer science. Future scope of data science is bright and every day scientists are touching new horizons of innovation and pushing forward the definition of what’s possible. Let’s explore the current trends that are ongoing in this field.

Top Machine Learning and AI Courses Online

What are machine learning and artificial intelligence?

The following diagram will clear up the relationship between the two fields:

Ads of upGrad blog

Image source:

Thus, machine learning is really a subset of artificial intelligence.

The latter is concerned with fashioning machines to think, reason, and act like humans. To make decisions like a human. Machine learning, on the other hand, is an application of artificial intelligence which is concerned with the development of computer programs that can use data and learn for themselves. Thus, where AI aims for intelligence/ wisdom, machine learning aims for knowledge. 

5 Breakthrough Machine Learning Applications

Join the ML Course online from the World’s top Universities – Masters, Executive Post Graduate Programs, and Advanced Certificate Program in ML & AI to fast-track your career.

The latest in machine learning and AI

Shifting away from supervised learning methods

Previously, efforts centered around supervised learning algorithms that predicted future events by applying knowledge gained in the past to new data through the use of labeled examples. Now, the focus is shifting to other domains like semi-supervised learning, active learning, domain adaptation, and generative models. New models like the neural rendering model were developed to combine prediction and generation. This happened in a single network and encouraged semi-supervised learning where both labeled and unlabeled data is used for training.

Deep learning finds new applications

Scientists have now expanded the applications of deep learning to include material sciences, protein engineering, high-energy physics, control systems, and earthquake predictions. Learning was combined with domain knowledge and constraints.

Trending Machine Learning Skills

AI getting better at emotion detection

The University of Alberta has developed a technology that can detect the depressive language in social media posts with greater accuracy and with much less need for data. Past deep learning experiments and attempts to detect depressive language were expensive and tedious. The University’s research, headed by Nawshad Farruque, reduces the need for large amounts of data.

He has fed a lot of examples taken from depression forums to teach the model how to truly recognize the depressive language. He’s also working to acquire suicide notes and love letters with similar language to foster more accuracy in the results.

With this work, Farraque hopes to detect depression as soon as possible so the affected can be pointed to the required resources. One day, he hopes, it can be built into Twitter’s self-harm and suicide policy and improve Facebook’s existing depression algorithms.

Machine learning is being used for art preservation

In the Netherlands, researchers at the TU delft are working to digitally reconstruct artworks using machine learning methods. They’ve developed a convolutional neural network (CNN) to reconstruct a faded Vincent Van Gogh drawing on paper. For training the model, they used a dataset that contained different quality reproductions of the original drawing. These reproductions were made at different times during the past century.

Although efforts are focusing on preserving and reconstructing artworks, the playing field can be expanded to include degraded images and documents as well. Also, the model has only utilized visual information as of now. In the future, researchers are working to factor in chemical information as well, thereby increasing complexity but also improving the model’s performance and results.

Also Read: Short Term Job Oriented Courses

Machine learning is being used for age estimation

In another almost-superhuman feat, researchers at the University of Kwazulu-Natal, in South Africa developed a convolutional neural network to estimate people’s age. This is done by taking their images in random, real-life environments. In the past, this age estimation was done by photographing people in controlled environments like a lab or photography studio. With the shift in modus operandi, the results have also shifted for the better.

Improvement in accuracy came out to be 8.6% better than the previous best results.

Maturation of AI education

Owing to both popularity and nature, AI and ML education are heavily in demand. Online learning platforms like upGrad are minting this with specialized university-taught online courses for everyone. This has led to an increase in the interest and adoption of AI and ML- both personally and professionally.

The emergence of Machine Learning in the cloud

Taking machine learning to the cloud will make it easy for companies to experiment and push the boundaries of machine learning capabilities. It is not always easy to implement and scale-up machine learning projects with existing hardware and software. Taking machine learning to the cloud is not only democratizing it but also opening up opportunities for many enterprises to become AI and ML-driven. If you’d like to make the most of this new next big thing, then our Advanced Certification in Machine Learning in the Cloud course is the way to go. 

Popular AI and ML Blogs & Free Courses

Scandals also increase

Artificial intelligence and machine learning are powerful tools. And with power, comes responsibility. In an ideal world, everyone would be striving to use these tools for the betterment of humankind, but we do not live in an ideal world.

Ads of upGrad blog

For example, Cambridge Analytica is held accused os using personal information from people’s Facebook profiles to build a system that targeted US voters. Based on their psychological profile, the system showed personalized political advertisements. A former Facebook manager has also warned that information about hundreds of millions of users might be in the hands of private companies without the users knowing about it.

Due to Facebook’s involvement and previous concerns about its data security policy, the case is not going to be forgotten very easily. It might also increase people’s paranoia about data sharing on the internet and the unethical side of data-driven technologies.

The above 7 developments encompass the direction that AI and ML are headed in as a whole. Specific developments will vary but at their root, they will all signify progress, advancement, questions about privacy, and the power of technology. If you’re interested in working on things like training an agent to play tic tac toe, train a chatbot, etc. you should check our Advanced Certification in Machine Learning and Cloud course from upGrad and IIT-Madras.



Blog Author
We are an online education platform providing industry-relevant programs for professionals, designed and delivered in collaboration with world-class faculty and businesses. Merging the latest technology, pedagogy and services, we deliver an immersive learning experience for the digital world – anytime, anywhere.
Get Free Consultation

Selectcaret down icon
Select Area of interestcaret down icon
Select Work Experiencecaret down icon
By clicking 'Submit' you Agree to  
UpGrad's Terms & Conditions

Our Popular Machine Learning Course

Explore Free Courses

Suggested Blogs

45+ Best Machine Learning Project Ideas For Beginners [2024]
Summary: In this Article, you will learn Stock Prices Predictor Sports Predictor Develop A Sentiment Analyzer Enhance Healthcare Prepare ML Algorith
Read More

by Jaideep Khare

21 May 2024

Top 15 IoT Interview Questions & Answers 2024 – For Beginners & Experienced
These days, the minute you indulge in any technology-oriented discussion, interview questions on cloud computing come up in some form or the other. Th
Read More

by Kechit Goyal

19 May 2024

40 Best IoT Project Ideas & Topics For Beginners 2024 [Latest]
In this article, you will learn the 40Exciting IoT Project Ideas & Topics. Take a glimpse at the project ideas listed below. Best Simple IoT Proje
Read More

by Kechit Goyal

19 May 2024

Top 22 Artificial Intelligence Project Ideas & Topics for Beginners [2024]
In this article, you will learn the 22 AI project ideas & Topics. Take a glimpse below. Best AI Project Ideas & Topics Predict Housing Price
Read More

by Pavan Vadapalli

18 May 2024

Image Segmentation Techniques [Step By Step Implementation]
What do you see first when you look at your selfie? Your face, right? You can spot your face because your brain is capable of identifying your face an
Read More

by Pavan Vadapalli

16 May 2024

6 Types of Regression Models in Machine Learning You Should Know About
Introduction Linear regression and logistic regression are two types of regression analysis techniques that are used to solve the regression problem
Read More

by Pavan Vadapalli

16 May 2024

How to Make a Chatbot in Python Step By Step [With Source Code]
Creating a chatbot in Python is an essential skill for modern developers looking to enhance user interaction and automate responses within application
Read More

by Kechit Goyal

13 May 2024

Artificial Intelligence course fees
Artificial intelligence (AI) was one of the most used words in 2023, which emphasizes how important and widespread this technology has become. If you
Read More

by venkatesh Rajanala

29 Feb 2024

Artificial Intelligence in Banking 2024: Examples & Challenges
Introduction Millennials and their changing preferences have led to a wide-scale disruption of daily processes in many industries and a simultaneous g
Read More

by Pavan Vadapalli

27 Feb 2024

Schedule 1:1 free counsellingTalk to Career Expert
footer sticky close icon