We are surrounded by technologies. Whether we talk about our private lives or our professional lives, it is now an indispensable part. Data science and machine learning have become commonly heard about names. Training and certification course in either of these is sure to broaden your career scope.
But how to build a career in the data science and machine learning field in Jaipur? There are certain criteria you need to fulfil to be able to begin. In this article, we will explore more on these two. Additionally, you will also gain insight into the right training and certification program.
Internet of Things (IoT), Artificial intelligence, and many other smart technologies are developing rapidly. Consequently, the need and demand for data science and machine learning experts is growing too.
Jaipur is the right place to get started in both these fields. There are ample number of opportunities to both learn and work. If you are an IT professional looking to expand your horizons, we will help you put an end to your search.
An Introduction to Machine Learning
Machine learning is more commonly known as ML. It is a subset of artificial intelligence or AI. It aids computer systems in making predictions and taking decisions through historical data. However, it does so without any explicit programming.
Machine learning is super popular today. Companies across the globe are making use of this technology. Thus, the demand for professionals who know this field in and out is increasing too.
There are many career paths you can pick from after the completion of your machine learning course. Here are some of the ones you should know about.
- Machine learning engineer
- Data scientist
- NLP (natural language processing) scientist
- Business intelligence developer
- Human-centred machine learning designer
- Research scientist
- Machine learning developer
- Data engineer
- Business intelligence analyst
- Artificial intelligence engineer
- Computer vision engineer
Now, there are many things to ponder over. One of them being the skills needed to unlock so many opportunities. Worry not, before you get enrolled with the course, we will tell you about them. Here are the top skills needed to become a machine learning expert.
- Applied mathematics – you will need knowledge about various mathematics topics. These include probability, distributions like Poisson, binomial, normal, etc, statistics, and multivariate calculus.
- Computer Science fundamentals & programming – familiarity with concepts like algorithms, space and time complexity, data structures, etc. is essential.
- Programming languages – Python is an essential language. Additionally, you can also go for R, SQL, Apache Kafka, etc.
- Machine Learning algorithms – there are three commonly known machine learning algorithms. These are Supervised, Reinforcement, and Unsupervised machine learning algorithms.
- Data modelling & evaluation
- Neural networks
- Natural language processing
- Communication skills
An Introduction to Data Science
As you complete your data science training course, a lot of career paths will open for you. Depending upon your qualification, experience, and other factors, you can choose from them. Here is a list of some of the top chosen career paths after data science training and certification course in Jaipur.
- Business analyst
- Data architect
- Data analyst
- Big data engineer
- Software developer
- Data engineer
- Database engineer
- Data scientist
- Director of analytics
- Data manager
- Machine learning engineer
- Statistician
- Data modeller
- Clinical data manager
- Marketing analyst
- Big data developer
And believe it or not, this is not the entire list. There are numerous career paths stemming out of this one course. Yes, it might take years to get to the top position but it is possible. Dedication is needed to ace in any technical domain.
As in the case of machine learning, there are many skills to ace here too. Knowing the roots and fundamentals of the field is an essential part of growing. Here are some of the key skills needed to become a leader with data science.
- Statistics – knowledge of elementary-level maths and statistics is essential.
- Programming languages – Python is an essential language to begin with. however, only Python will not suffice. Shell Scripting, R, SQL, C++, and C are also important.
- Data manipulation & analysis – SQL is an essential skill to have for your data science journey. You also need to get started with other data pre-processing operations.
- Data visualization – you must learn some of the leading tools in the market. These could be both paid and free. Some of these are Tableau, PowerBI, and QlikSense. Python’s open-source libraries such as Seaborn and Matplotlib are also helpful.
- Machine Learning – if you do not know this by now, we will tell you. Machine learning is at the core of data science. Thus, it needs to be perfected.
- Deep learning – it can be said to be the advanced version of ML. understanding its concepts is essential.
- Big data – well, we are talking about data, aren’t we? Thus, this is something you will have to gain an in-depth knowledge about.
- Software engineering
- Communication skills
- Model deployment
- Curiosity & learning attitude
- Structured thinking
