Know about Artificial Intelligence Engineers & Engineering
The modern business world is transforming at a quicker pace than one can ever think of. To cope up with it, one is required adopt dynamic technologies and engineering practices so that the businesses keep performing seamlessly. There are numerous technologies in this modern era, one among them is “Artificial Intelligence Engineering”, which offers endless options to explore and enhance one’s knowledge.
AI Engineering
AI adopts behavior and mannerisms that are like human being performed by a machine. AI engineering is the process the machine works and functions. Here AI engineers come in and they are the ones responsible for the coding, developing and programming of machine learning algorithms that will be followed by the system.
Job role of an AI engineer
Artificial Intelligence engineers are responsible for using many programming algorithms so that they can build, test and deploy several AI models. The following are the most common job responsibilities:
- Coordination with other team members
- Creating and managing the AI development process and end-to-end AI infrastructure
- Conducting statistical analysis and interpreting the results so that they can guide the firm’s decision-making process
- Automating key infrastructure for the data science team
- Developing infrastructures for data transformation and ingestion
- Building AI models and explaining the usefulness of the AI models
- Transforming the Machine Learning (ML) models into APIs that other applications can interact with
Things to about AI Engineering
Natural Language Processing (NLP) libraries and tools
Natural Language Processing (NLP) is related to the combination of computer science, information engineering, linguistics, and AI into single and programming the system to process and analyze massive datasets. The AI engineer must do tasks on NLP such as language, audio, and video processing by leveraging numerous NLP libraries and tools, which include:
- NTLK
- Gensim
- word2vec
- TextBlob
- CoreNLP
- Sentiment Analytics
- PyNLPI
Neural Networks
A neural network is a system (software or hardware), that do tasks like a human brain do. Very closely related to the neural functionality of the human brain, the concept of artificial neural networks is built. It not just imitates the human understanding, but also leverages tasks that are far beyond the capabilities of humans. It has many commercial and business applications, where an AI engineer will be able to solve complex problems in the areas of pattern recognition, facial recognition, handwriting recognition, etc.
Polarizing
AI is highly trending in the business and corporate world; it is also garnering huge popularity in the educational field. Several AI research and development institutes have been founded recently and investors are ready to invest the money particularly in these fields. Whether it is a big firm, which is training AI selecting this field for better knowledge and experience, one can say that AI, as a technology, is surely polarizing in this world.
Robotics
AI can be incorporated into a machine and also in a robot. It can be any machine, which has the potential to understand human activities and mimic them. AI engineering has soared up to such a level that, AI engineers are developing robots, which can think just like a normal human brain. With proper coding and programming, one can scan the environment and transmit data to one another. ML algorithms like classification and regression are used in robots to accelerate this process.
More investments
In today’s world, many businesses are AI-driven. This is not only because it is trending in the technology world, but also because angel investors and other huge firms are now interested in AI organizations. Statistics and research show that start-ups that have AI engineering technology are more successful in the long run than others.
Wrapping up
If you are planning to become an artificial intelligence engineer then you should be ready with the right skillset and certifications. The future of AI is destined to leave a greater impact.
