Machine learning is an important element in the ever-growing field of data science. Machine learning, a subset of artificial intelligence (AI), is spreading quickly in all industries and applications. Artificial intelligence and machine learning are the two most important and trending components of data science which are like the two sides of a coin. While AI is an imitation version that simulates human abilities and behavior, ML provides the machine training on how to learn
Machine learning learns from an immense volume of structured and unstructured data, identifies patterns and displays predictions based on that data with minimal human intervention. Machine learning works on logical algorithms, based on particular domains. For example, depending on the ML model to detect pictures of birds, it will only show you enormous results of bird’s images, but if we provide another new data of a tiger image then it seems unresponsive. Machine Learning shows its excellence in various applications like online recommender systems, spam filters, Auto friend tagging suggestions, Google search algorithms, etc.
Application of machine learning and artificial intelligence
- In the Edu-tech industry AI has a vast utilization for interactive online study.
- In the healthcare industry AI has left a good impact to increase clinical efficacy, provide correct prescriptions for the betterment of treatment and boost diagnosis speed and accuracy.
- Machine Learning plays an exciting role in the application of Self-driving cars. This unique method trains your car to point out the object and the people at the time of driving.
- To complete a safe and secure online account transaction ML algorithms helps you to detect the fake ids and fake accounts so that you can get rid of the fraud.
Career paths in AI & ML:If you want to build your career focussing on AI & ML field, then you need to clear the statistical and machine learning concepts first. You can learn several programming tools like Python, R, SAS, Julia and Scala that helps in implementing ML and AI algorithms. You need to identify the right partner who can help you learn the necessary skills and practical projects. There are many career paths and opportunities that you can choose from as listed below.
ARTIFICIAL INTELLIGENCE analyst:Bachelor’s degree in mathematics, sciences, statistics, commerce, business, IT or computer science is the basic educational qualification you need to become an AI analyst. Data mining, data cleaning, and data interpretation are the crucial functions of a data analyst. Apart from the knowledge of statistical tools and methods, skills in programming and also proper utilization of tools like Microsoft Excel, Tableau etc. are necessary to become a successful data analyst. The average salary ranges from Rupees 3 Lakhs to 10 Lakhs per annum as an AI analyst.
Machine Learning EngineerA bachelor’s or master’s degree in Mathematics, Sciences, IT or Computer Science is preferable for a machine learning engineer. To become a successful ML engineer, you should have expert knowledge in programming skills in Python, R, Scala, Java, or C++ or you may have string experience in databases and data extraction and transformation processes. A machine learning engineer’s may work in the areas of image and speech, prevention of frauds, customer perception, and risk management. The average pay for a Machine Learning Engineer is within 5 Lakhs to 25 Lakhs per year in 0 to 5 years experience category.
Data scientistNowadays data scientist is the most demanding job to build your career. Educational background in Mathematics, Sciences, Statistics, IT or Computer Science is the basic qualification for this job role. Also a masters degree with other advanced certification course can give you a head-start. A data scientist may work with diverse type of data – structured, unstructured and semi-structured. A data scientist who is working on big data should be familiar with tools such as Spark, Hadoop, Pig, or Hive and at the same time programming languages like Python, SAS, Scala, NoSQL etc. Depending upon the experience, a company can hire a data scientist with a handsome salary package starting from INR 5-22 Lakhs per annum.
AI and ML Related Courses from Data Brio Academy
There is no doubt that a career in Machine Learning and Artificial Intelligence will provide you success and accomplishment. However, proper steps need to be taken. At Data Brio Academy, you will find comprehensive courses to master industry-level skills and techniques. Our Machine Learning course will provide you detailed knowledge and training of ML models. Our course of Python programming in Kolkata will make you a master of Python, one of the most in-demand programming languages. You’ll also find the Data Science course, which will train you to become a successful data scientist and you’ll be able to process industry data efficiently.
We understand the importance of practical knowledge, that’s why our curriculum is focused on hands-on training with real-world business use cases. You’ll gain a clear knowledge about harnessing the power of Machine Learning in solving real-life industrial problems.
If you are looking to build a rewarding career and willing to learn the right skills, you can dive into the sea of machine learning and artificial intelligence. ML/AI now have footprints everywhere, even in our daily lives. Hence from Edu-tech to manufacturing, companies are hiring candidates who are skilled and experienced in this field of Artificial Intelligence and Machine Learning. If you are a job seeker, there is huge opportunities in front of you in this growing field. Pick up the right skills, learn practical concepts from a reliable training partner and get ready to enter the exciting world of AI and ML.