AI is path-breaking technology and has the capability to deliver high-performing quality products with a high degree of precision in all areas; it may bring dramatic changes to any field and improve the success rate. India needs more AI-based solutions in healthcare, education, finance, and many other sectors in upcoming years to solve social problems. Many start-ups and big companies are working on providing probable AI solutions. In recent times India’s digital footprint is growing due to government push and different programs for better technical infrastructure. A little push further for resources and infrastructures can boost the Indian artificial intelligence market to new heights.
This also means that the demand for skilled AI professionals is now skyrocketing in virtually every industry. To grab new career opportunities, professionals require a strong base in AI. There are many high-quality artificial intelligence course options available in India to select from to learn AI. In line with this, a few AI courses in India that may help you to start your journey in artificial intelligence are jotted below.
Artificial Intelligence Engineer, Master’s Program – Simplilearn
If you aspire to be a successful AI engineer, you should opt for this course. A well-designed course to help you gain skills to be a successful AI engineer. This course is offered by one of the prominent training providers – Simplilearn in partnership with one of the best software organizations – IBM. This course will strengthen your skills in AI core concepts, python scripting, advanced statistics used in data science, machine learning fundamentals and techniques, Deep learning with TensorFlow, advanced deep learning, Language processing, and more. The program also includes a capstone project which helps you to revisit all the concepts learned during the courses, such as exploratory analysis, regressions, tree-based algorithms, and so on. You will earn a certification at the end of the course that will help you keep ahead in the competition. You will receive additional perks such as Access to IBM Cloud Lite Account after course completion.
MicroMasters® Program in Artificial Intelligence – edX
This MicroMasters innovative program available on the edX platform and offered by Columbia University will give you a strong understanding of AI guiding principles, help you apply machine learning concepts to real-world problems, provide effective insights into neural networks and enhance your skills on AI in robotics. It is a very advanced, rigorous, graduate-level program in Artificial Intelligence. It is a yearlong instructor-led program with an 8-10 hours per week schedule with exams at the end of each course for assessment. This program contains the following course
- Artificial Intelligence (AI)
- Machine Learning
- Animation and CGI Motion
IBM AI Engineering Professional Certificate – Coursera
In this course, you will first learn the fundamentals of machine learning and deep learning, which includes supervised and unsupervised learning. You will learn how to use python programming with respect to AI and learn the important modules as SciPy, ScikitLearn, Keras, PyTorch, and Tensorflow. Along with conceptual knowledge, you will apply this to industry problems such as object recognition, image processing, computer vision, text analytics, language processing (NLP), recommender systems, and so on. This program helps you learn many projects and add them to your portfolio of projects. Further, an in-depth Capstone Project will let you apply AI and Neural Network skills to a real-world project. The course contains the following modules.
- Machine Learning with Python
- Scalable Machine Learning on Big Data using Apache Spark
- Introduction to Deep Learning & Neural Networks with Keras
- Deep Neural Networks with PyTorch
- Building Deep Learning Models with TensorFlow
- AI Capstone Project with Deep Learning
Artificial Intelligence Nanodegree Program – Udacity
The course is formulated by Udacity to extend your understanding of Artificial intelligence. It is a three months program with an average study time of 12-15 hours a week. It is primarily intended for candidates with basic level knowledge of scripting, mathematics such as algebra and statistics. It is necessary for candidates to have basic computer skills along with the internet. You will Learn essential Artificial Intelligence concepts including search, optimization, pattern recognition, writing programs using AI algorithms. You will learn key concepts such as beam search and random hill-climbing, Hidden Markov Models, learn the AI foundations along with python, numpy and related libraries, basic maths, and neural networks.
Advanced Certification in AI & Machine Learning – IIT Kanpur
This course is a joint initiative from MeitY and IIT Kanpur involves 500 hours of learning including assignments and projects. The course provides you with learning options such as online classes and self-paced with faculty support. This course is intended for candidates in quantitative fields with majors in Maths, Statistics, Economics, or Physics such as any graduates in B.E/B.Tech/M.Tech/MCA/MS/MBA or B.Sc/M.Sc. The course expects candidates to be comfortable in maths and scriptings. However, a programming background is not mandatory. In this course, you gain knowledge of machine learning, deep learning, and data analysis in SQL.
The course is designed and delivered by IIT Kanpur faculty and industry. The course includes a number of industrial projects from 10 different sectors such as manufacturing, pharma, BPO and, so one which ensures that at the end of the course you will have a strong AI & ML project portfolio to establish your skills and credibility in the industry. You will receive certification from one of the prominent and prestigious institutes in India.
Certificate Program in Machine Learning & AI with Python – IIT Mumbai
IIT Mumbai, one of the pioneers in education offers this six-month certification program. This online course is delivered by world-renowned industry experts and leading IIT, Mumbai faculty classes through the live online session every Sunday for 3 hours. Course eligibility criteria state that all graduate or diploma holders with a minimum of 1 year of experience can apply for this course; however, a final list of students will be published by the institute after further considerations. Basics of programming languages, algebra, statistics and calculus will be beneficial of course. This course will help you master the key concepts of python along with extended libraries such as NumPy, Pandas, Scikit-Learn, SciPy, machine learning concepts such as supervised, unsupervised and reinforcement learning, various regression learning algorithms, and so on.
AI is the future penetrating in all sectors and making irreversible changes in the working styles of people across industries and creating big impacts, directly or indirectly. AI could be a threat to some industries such as manufacturing and people are worried about their job. At the same time, it is an opportunity for others as it is opening new possibilities in health care, finance, and so on. In reality, It is creating a positive impact on the creation of more quality jobs and a better future.
Professionals need to adapt to this change quickly and work to achieve the required skills to grab potential opportunities. Time can never be more perfect for professionals to leverage the opportunity and jump into AI. Start training and certification from the institute you like without any further delay and make a solid foundation in AI.