Online Machine Learning Courses & Certifications

Machine learning is a field of study which comes under Artificial Intelligence. Machine learning is the study of algorithms that allows software applications to be able to more accurately predict the outcome without being explicitly programmed to do the task. It basically keeps track of data that has been used before and uses it to formulate a pattern and follows that pattern to make predictions.

With this Machine Learning Career Track certification course by Springboard, the students will get the opportunity to learn and finesse the skills that are necessary in order to become successful Machine Learning engineers. 

The course will help the students master the basics of data science. During this course, the student also gets to complete 14 real-life projects (including two capstone projects) which will help them display their skills and techniques to prospective employers. Enrollment in this Machine Learning Career Track training course also means that the students will get career coaching and mentorship from industry experts which will increase the chances of them being hired for jobs. 

The Applied Machine Learning online programme comprehensively touches upon the various aspects of the programming language Python, Data Analytics, and Machine Learning. This course not only provides you with theoretical knowledge, but also helps you acquire practical skills via 12 different application projects. 

In the Applied Machine Learning certificate course, you will have access to more than 240 video lectures, along with living online sessions. Moreover, the course is curated by Columbia University in collaboration with Emeritus. You will learn under the guidance of subject matter experts, as well as practitioners in the domain of Machine Learning. 

Besides, you will cover the syllabus for the Applied Machine Learning programme in two parts, each comprising 12 modules to facilitate comprehensive learning of the subject. You will have to dedicate at least 8-10 hours weekly, along with additional practice from your end, to make the most of this course. 

To assess your understanding of the lessons, you will also have a total of 45 quizzes and tests in the Applied Machine Learning online course.

The Machine Learning with R Training certification course is an online programme that can also be pursued as an offline course depending on the type of programme the students choose. The course teaches the candidates about Machine Learning with R training. Candidates will get to understand major topics related to the subject such as several Machine Learning algorithms, R programming language, Machine Learning models, etc. 

The Machine Learning with R Training certification syllabus will take up to five months to come to an end. Students will be able to get insights from the course through different video lectures, projects, case studies, etc. There are three types of course plans in the programme that can be taken up by the students. In addition to the study material, the programme also provides internship and job assistance to the participants. The Machine Learning with R Training online course is a certified programme and students achieve a certificate at the end of the course.

Machine learning products are highly prevalent today and are used by various e-commerce giants. It is even used for purposes like fraud detection in financial institutions, product recommendations on shopping sites, ride fares on Uber and more. The Machine Learning for Managers course covers all of this and more.

The Certificate course in Machine Learning for Managers is a five-month-long programme designed to highlight the importance of machine learning for managers. The course curriculum has been divided into different sections and modules to help you learn the important concepts and Machine Learning techniques. 

Moreover, the Executive Development programme in Machine Learning for Managers also provides a practical approach towards learning by incorporating hands-on learning, case analysis, and discussions to develop practical skills. 

The Programme in Machine Learning for Managers will also encourage you to make data-driven decisions. By the course end, you will get a completion certificate issued by IIM Raipur to improve your career prospects and even become a part of the rich alumni network.

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Certificate course in Machine Learning

The Machine Learning for Trading program will introduce you to the real-world challenges people face while implementing machine learning-based trading strategies. These strategies include algorithm steps for information gathering to preparing orders.

The Machine Learning for Trading course will familiarise you with applying probabilistic approaches to Machine Learning to trading decisions. The course will cover topics including trade signal generation and asset management, among others. You will learn how to apply statistical approaches like KNN, Regression Trees, and Linear Regression to actual stock trading situations.

The Machine Learning for Trading course is a four-month course by Udacity along with Georgia Tech. It is aimed at helping you complete real-world projects designed by industry experts. You are sure to master AI Algorithms for building a career-ready portfolio and excelling in trade. Most importantly, the course is free.

Arpan Chakraborty and Tucker Balch will be the instructors for the Machine Learning for Trading online programme.

The Machine Learning DevOps Engineer Live Course is a specialized course that introduces learners to the advanced concepts and techniques of machine learning. The course allows learners to interact with industry experts and engage in the creation of real-world projects all the while providing technical mentor support.

Machine Learning DevOps Engineer Certification by Udacity follows a flexible learning structure and can be completed within 4 months. The course will assist learners in building a DevOps skillset required for a future career in machine learning.

All candidates enrolling in the Machine Learning DevOps Engineer Training will receive expert career services and personalized feedback from industry experts.

The Machine Learning for Engineering and Science Applications certification course offers a duration is 12 weeks which focuses on providing a a broad overview of modern algorithms in ML for engineers. This course covers the key aspects of machine learning such as the basics of ML, Linear Algebra, Numerical Computation, Neural, and Autoencoders.

Students gain hands-on training from industry experts in applying ML algorithms in the engineering field. The Machine Learning for Engineering and Science Applications certification by NPTEL intended audience is postgraduate students in all engineering and science fields and mature senior undergraduate students can also pursue this course.

Also Read: Online Machine Learning Courses & Certifications

The Practical Machine Learning with Tensorflow certification course offers a comprehensive curriculum that covers the key aspects of Tensorflow and Machine Learning such as data input, Tensorflow preprocessing, and prediction. This certification course lasts 8 weeks, and its prerequisites are Programming, Data Mining, Machine Learning, or Data Science. 

The students gain hands-on training in the subject from industry experts. The Practical Machine Learning with Tensorflow certification by NPTEL equips students with the required skills and knowledge to build ML models using Tensorflow. The candidates also learn the application of techniques, principles, and strategies in real-world projects.

Also Read: Online Machine Learning Courses & Certifications

Machine Learning using R Programming certification course is a certificate course offered by NIELIT Haridwar Campus. This course is an online program that will train the candidate to be competent with the fundamentals of machine learning and the basics of R language. The programming is taught as a part of the online course and is accessible from the comfort of a laptop or computer. The course spans a duration of 6 weeks. The first four weeks focus on topics related to certification and the last two weeks are dedicated to a project. 

The project is done without adding additional see connected from the participant. The certificate is awarded upon satisfactory performance of the candidate in the final exam test and minimum attendance percentage. The course has online assignments and content presented as e-content in the form of handouts for presentations. The Machine Learning using R Programming training course will cover the basics as well as dive into practical applications in machine learning.

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• Career as a Computer Programmer
• Essentials of Data Science with R Software-2 Sampling Theory and Linear Regression Analysis

Apply Creative Machine Learning certification is a month-long course that only requires a student’s 2 hours in a week time. Developed by UAL Creative Computing Institute, and Institute of Coding, this certification course can be found on the FutureLearn platform. Among all the industries, machine learning is actually causing a revolution in the creative industries ranging from Music to Photography.

Apply Creative Machine Learning certification syllabus is all about the concepts that come under IT, and Computer Science. Any technology we use to interact is actually being changed by Artificial Intelligence. The main thing that this course teaches is the main concepts in machine learning using applied examples in real life.

With this Apply Creative Machine Learning training candidates will come to know how exactly machine learning works, and how simple classification systems are built. This system can help make a discrimination between the information types, and the regression systems that are used for mapping interactions to different outputs. The candidates will be understanding the full capacity of the abilities of Machine Learning keeping in mind its relationship with creative industries.

Codecademy’s Build a Machine Learning Model certification course will teach you about building machine learning models with Python. You’ll learn how such models help find patterns in data for decision-making, and thus, be fluent in why machine learning is vital today. The curriculum also offers step-by-step guidance, where you’ll know exactly where to begin and what topic to learn next. 

The Build a Machine Learning Model certification syllabus is built to make you skilled in machine learning. As such, it covers all the vital concepts, completing which you’ll be able to scrub for inaccurate data points using Python. You’ll further be able to reformat that data to make it more useful. The course’s topics will also help you understand when to use predictive techniques like classifications or regressions and exploratory techniques such as clustering. 

The Codecademy Pro feature will give you access to additional learning content, including Python 3, Jupyter Notebooks, pandas, etc. It will also award you the GBuild a Machine Learning Model with Python certificate, but you’ll have to buy the Pro subscription.

The Crash Course in Prolog Programming (M) by  E&ICT Academy, IIT Kanpur, will be organized for six weeks. The course will be highly beneficial to the students as well as professionals and teachers. The Crash Course in Prolog Programming (M) certification benefits them by providing a comprehensive course on “Prolog programming.” The real-world applications and the techniques related to “Prolog Programming” will be covered in the session. Lectures will be delivered in both Hindi and English languages. The important chapters such as Installation, Rules, Facts, Complex terms/structures, Variables, Comparison, If Statement, Looping, and others will be covered in this crash course.

The Machine Learning & Deep Learning in Python & R certification course was created by Start-Tech Academy and is available on Udemy for candidates searching for a comprehensive machine learning and deep learning training program that will help them start a successful career in the fields of data science, deep learning, machine learning, Python, or R programming. The Machine Learning & Deep Learning in Python & R online course provides the methodologies for creating predictive models in R programming and Python to address business challenges and establish a business strategy.

Machine Learning & Deep Learning in Python & R online classes by Udemy contains 33 hours of HD video lectures as well as 5 articles covering subjects such as decision trees, KNN logistic regression, random forest, SVM, linear discriminant analysis, data collecting, and data preprocessing. This course also includes a portion that discusses all of the actions that should be taken when solving a business problem using a linear regression model.