In its May 2023 report, The Future of Work, the World Economic Forum suggested that artificial intelligence (AI) and its fields will become one of the top career priorities in the coming decades. The report highlights that both AI and machine learning (ML) are expected to see a net growth of 50%.
The growing importance of machine learning and AI cannot be ignored. Once we understand your needs, we present several options for students and professionals to learn and upskill for future professional needs.
IIM Kozhikode
IIM Kozhikode, an autonomous public business school, offers courses on 'Machine Learning and Artificial Intelligence'. With over 350 pre-recorded videos and numerous challenges and quizzes, his IIM-K provides an early-level guide to effectively lead end-to-end machine learning and AI projects and solve complex business problems. We are looking for a manager. Any field requires at least a graduation or diploma (10+2+3) in addition to a basic understanding of mathematics and statistics.
The institute is offering this program in online mode for eight months. The cost of the course is approximately Rs 1,50,000 and his GST will be charged at checkout. Course deadline is April 17th. If you are interested, please follow the steps below to apply.
- Candidates must log in at — administrations.emeritus.org/users/sign_in
- Once your account is created, you will need to enter details such as your name, education, professional background, and other required details.
- Once the application is completed, the Institute has the right to review the application.
- Once shortlisted, candidates can pay their fees online and also contact a program advisor for financial details.
Google offers free machine learning courses up to the basics level. This program includes over 30 exercises, 25 lessons, real case studies, and is 15 hours long. Anyone interested in advancing their career, regardless of their academic background, can register and start the course.
This course covers everything candidates need to know to succeed in machine learning, from machine learning basics to generalization, logistic regression, and data dependencies. Here's how applicants can unlock courses:
- Interested applicants please select the website — developers.google.com/machine-learning/crash-course.
- Once selected, search for starting course options.
- The link moves to another page.
- In this way, candidates can start the foundation phase of the course with Introduction to Machine Learning.
Udemy
This Udemy course helps beginners learn hands-on from basic to advanced level. This course is divided into his 16 lectures divided into 5 sections. Interested candidates should have knowledge of scripting, programming, and Python. The duration is 6 hours and the course costs 1799 rupees. This program can be accessed both on your mobile phone and on your TV.
Candidates will learn how to use NumPy, how to perform fast mathematical calculations in machine learning, how to use scikit-learn for data preprocessing, cluster analysis, anomaly detection in machine learning, and various model selection and features. Learn selection techniques.
Harvard University
The Ivy League team collaborated with edX to launch a course on “Data Science: Machine Learning.” Interested candidates can access the course for free until June 5th, but will have to pay a hefty fee to obtain a certificate of completion. Self-paced machine learning courses help candidates learn about cross-validation to avoid overtraining, common machine learning algorithms, how to build recommender systems, and regularization and its uses.
The 8-week course is taught in English and includes video transcripts in a variety of languages including Hindi, French, and Spanish. Interested candidates should follow the steps below to access the course.
- Visit the given address and scroll down to find the “Register Now” option — edx.org/learn/machine-learning/harvard-university-data-science-machine-learning
- Once selected, candidates must click on the best time to complete the course.
- After selecting your date, select the Register Now option again.
- Candidates must register and add all the required details to fill in the university form.
IIT Kanpur
IIT Kanpur, India's premier institute, offers professional certification courses in AI and Machine Learning. Interested candidates must have a bachelor's degree with an average score of at least 50%, must have prior knowledge or experience in programming and mathematics, and must have at least 2 years of formal practice in the same field. Experience is desirable.
The 11-month course provides knowledge about tools like ChatGPT, OpenAI, Dall-E, Midjourney, applied data science using Python, deep learning using Keras, TensorFlow, and more. The course fee is approximately Rs 1,53,400. How to apply for the course is as follows.
- Using the link provided, candidates should select the “Apply Now” option. ifacet.iitk.ac.in/professional-certificate-course-in-ai-and-machine-learning/
- To begin the application, students must enter information such as name, phone number, and years of experience.
- An application form will be displayed on the screen. Students are encouraged to fill out the form correctly.
- Submit the form
intel
Intel, one of the world's largest manufacturers of central processing units and semiconductors, offers free courses on machine learning. Candidates, regardless of their educational background or professional experience, have access to the resources provided by the company. The course duration is 13 months.
You can take the course without submitting an application. Candidates should select the provided link and directly download all provided materials. intel.com/content/www/us/en/developer/topic-technology/artificial-intelligence/training/course-machine-learning.html#gs.7qnvlb
From NumPy, SciPy, and pandas to cost functions, regularization, feature selection, and hyperparameters, applicants can learn all the skills with video lectures.
There are a variety of other platforms that offer courses on machine learning from foundational to fundamental levels. Students who want to build a career in machine learning are advised to compare the above courses and invest their time and money.
