Want To Work In AI AI is the hottest technology today. AI is developing rapidly as it can influence every field. Due to this, there is a demand for manpower in this area as well. But to work in the field of AI, you need to have special skills. Today we will discuss the skills required to work in the field of AI:
1. Machine Learning (ML)
Machine learning is considered the basis of AI. Its job is to make the machine learn itself from certain data. Image recognition, recommendation systems, and fraud detection are some of its areas.
2. Python
It is a programming language. However, due to its large library (Tensorflow and Pytorch) and readability, it is very useful to work in the field of AI. Moreover, the community of developers working on it is also large.
3. Deep learning
It is considered a sub-region of ML. It creates different data patterns based on artificial neural networks. Self-driving and natural language processing are its applications.
4. Natural Language Processing (NLP)
Its job is to enable computers and machines to understand human language and to produce such language. It is being used in various AI chatbots, and machine translation.
5. Computer Vision (CV)
Its job is to make the computer extract information from photos and videos. It is used in areas such as medical imaging, autonomous robots, and facial recognition.
6. Big data
Data is of particular importance in AI. Big Data plays a special role in managing and analyzing such huge data. Now related skills like Hadoop and Spark are in high demand.
7. Cloud computing
The projects related to AI are very big. Therefore, sufficient computer power and storage can be taken through cloud computing. Now famous cloud platforms like AWS, Azure, and Google Cloud are active.
8. Data Science
Data alone is not enough in AI. You have to understand the data. A useful field for this is data science. Data scientists play an important role in creating AI models. Because they have knowledge and skills in areas like statistics, and programming.
9. AI Ethics and Bias Mitigation
As AI is spreading, various ethical questions related to it are also being raised. Therefore, it is important to have the skills to minimize the various negative things caused by AI and algorithms.
10. Communication skills
This may seem like a common skill. But it is very important in the field of AI. Because AI is a purely technical subject. But when raising investment in the company or explaining various ideas and theories about it to other people, it should be said in general language. Therefore, it is very important to have communication skills along with the technical skills of AI.