Top 10 Resources to Learn AI

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Artificial intelligence commonly referred to as AI has been growing for the past several decades. In the absence of supporting technologies, the growth curve was a bit flat earlier, however, the advent of new technologies such as big data, advancement in statistical techniques, robust programming languages, etc. has helped it to grow at an extremely rapid rate. Fault detectors, readers of various kinds, automation, and self-learning devices are some of the prominent examples of AI and machine learning concepts in recent times. 

In fact, AI and machine learning are penetrating new fields because of the great advantages and savings it offers to companies across all sectors. Therefore, big investments are pouring in from large companies to develop departments and teams of experts dedicated to AI research and are in dire need of skills and passionate professionals. With so much advancement, there is still a long way to go and reach a level achieved never before i.e. mimic the human brain. It is in the best interest to be a part of achieving this goal and make a successful career. 

In line with the growth, some AI and machine learning courses helpful to start your journey with artificial intelligence are listed below with brief details. You may opt for any of the listed courses and earn a certification in AI. If you want further details, you may search it on the websites of the organization offering the courses.

Post Graduate Program in AI and Machine Learning - Simplilearn

This course is offered by a partnership of Simplilearn and Purdue University along with IBM collaboration. TechGig has ranked this course as the best course for AI and machine learning. This online course is designed to be completed in 12 months in around 5 to 10 hours a week sessions. You can opt for this course which takes you through all the important aspects of both AI and machine learning for example Python, deep learning networks, statistics, and reinforcement learning. You will learn to create deep learning models in a big data framework. At the end of the course, you would receive certification from both IBM and Purdue University.

https://www.youtube.com/embed/F1FeroAL9w4

Certificate Program in Machine Learning & AI with Python - IIT Mumbai

This certification program is offered by one of the most prestigious institutes of India, IIT Mumbai. Course duration is of 6 months with online classes every Sunday for 3 hours. All graduate or diploma holders having a minimum of 1 year of experience can apply after which the institute will shortlist the candidates for courses. You will learn python fundamentals, NumPy, Pandas, Scikit-Learn, SciPy, NLP, and machine learning algorithms.

Post Graduate Programme in Artificial Intelligence and Machine Learning - BITS Pilani

The course offered by BITS Pilani is an 11-month online PG Programme. It is intended to support professionals to develop good skills in various aspects of AI & ML. It consists of a comprehensive curriculum involving key concepts and an 8-week Capstone project. The project is based on real-world business problems and to be solved by data science concepts under the guidance of competent faculty.

Artificial Intelligence Foundations: Machine Learning - Linkedin Learning

This course provides an overview of AI and machine learning basics. It takes you through algorithms developed in the past that are commonly used. You will understand the concepts of how a machine learns via historical data and algorithms such as decision trees, clustering, and regression analysis. This course also covers the types of machine learning and respective concepts in detail.

AI for Everyone - Coursera

If you think AI is only for engineers, then you should go through this course. This is a free course and specifically designed for non-technical candidates. This course will help your organization to improve. In this course, you learn about terminology used in AI, neural networks, machine learning, deep learning, and data science, what is feasible in AI, and the opportunities in your organization to implement AI concepts.

AI Course by Columbia University - Edx

The course is offered by EdX in collaboration with Columbia University. The total duration of the course is 12 weeks, with an 8-10 hours per week schedule. This course is intended to enhance your broad understanding of the basic techniques used in AI. Some of the topics covered are an introduction to Artificial Intelligence and its history, ML algorithms, building intelligent agents, etc.

AI programming with python - Udacity

The course is offered by Udacity with a total duration of three months with 10 hours per week schedule. It is suitable for candidates with knowledge of programming language and algebra. Candidates should also be able to manage files and navigate the internet in order to be eligible for the course. The candidate would learn the AI foundations along with python, numpy and related libraries, basic maths, and neural network.

Digital skills: AI by future learn - Accenture

It is a free online course of 3 weeks duration with 2 hours a week study time. It allows you to complete it at your own pace. Best intended for anyone interested in AI and entrepreneurial skills. In this course, you would come across the origins and advent of AI, the coexistence of AI and automation, shifts in the workplace due to AI, etc.

Artificial Intelligence A-Z™: Learn How To Build An AI - Udemy

The course consists of 120 lectures divided into 19 sections with a total of 16.5 study hours. It is suitable for anyone with good mathematical knowledge and basic python skills. In this course, candidates will go through concepts of AI, solve real-world problems, learn AI models, deep learning, and many more.

Advanced Certification in AI & Machine Learning - IIT Kanpur

This course is intended for graduates in B.E/B.Tech/M.Tech/MCA/MS/MBA or B.Sc/M.Sc with a major in Statistics/Maths/Physics/Economics. For someone who is comfortable with math and scripting. You will learn about machine learning with python, deep learning, and data analysis basics. It also takes you through the industrial project from 10 different sectors. Duration is approximately 500 hours of online learning. It is delivered by IIT Kanpur faculty and industry experts.

Conclusion 

AI is a powerful future technology and finding its way in almost all of the fields. Spreading across industries AI is creating a huge impact and change in the way things work currently in almost all sectors. You may take this as the threat or the opportunity based on your perception though, in reality, it is a step towards a better future and an opportunity to learn new skills. You may use this opportunity and stand out amongst all your colleagues.

It is highly recommended to adapt to this change and work towards the skills required to be gained for a good hold on AI concepts. Indeed it is the perfect time for all professionals to leverage this opportunity and dive down into AI.  As almost all universities are now moved into this paradigm and offering courses for AI and machine learning. You may opt for any of the courses and universities depending on the various factors such as duration, curriculum, and nature of the course. Except for a few courses, most of them are with a flexible schedule and allow you to seek certification at the end of the course which helps professionals to seek jobs easily.

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