Online Machine Learning Courses & Certifications

The Advanced Certification in Machine Learning and Cloud training from IIT Madras has been geared to provide a broad syllabus in the span of a year, and at the same time, teach the applicants the necessary skills and credentials they need when applying for jobs. In this manner, it develops the technical expertise of learners while also preparing them for job interviews or achieving a higher position in a company. 

However, it is a holistic Advanced Certification in Machine Learning and Cloud from IIT Madras course that has a host of different components such as Learning support, Doubt resolution, and Networking. The course offers industry mentors and student success mentors who are tasked with improving a learner's resume and guiding them through the syllabus. The learner is even asked to broaden their networking skills, which is a very significant skill in today's modern era. 

Talentedge offers the Machine Learning and Big Data Analytics programme in association with CSTCP-IIT Allahabad, Prayagraj, for a duration of 12 months. It will introduce you to the various tenets of data science and the techniques of machine learning via a blend of discussions, virtual lectures, case studies, and peer discussions. 

As the course progresses, you will have complete knowledge of collecting, analysing, interpreting, visualising, and presenting structured and unstructured data in a sophisticated manner. The Machine Learning and Big Data Analytics online course will expose you to in-demand and popular tools used across the ML and BDA domains. 

Apart from the comprehensive curriculum, the Machine Learning and Big Data Analytics online course also offer on-campus immersion modules at the beginning and end. You can participate in the modules to experience the campus and network with peers. 

Finally, you'll be awarded the PG Certificate in Machine Learning and Big Data Analytics on successful course completion. 

The Machine Learning using Python course is a 12-part course for candidates interested in Machine learning, as it strives to make the candidates industry-ready from day one. The course provides interactive learning for the candidates, with Jupyter notebook available to them, which they can use for practicing right after a session to solidify the concepts. 

Candidates also have the freedom to learn at their own pace. Machine Learning using Python Course by Simplilearn offers an in-depth overview of working with real-time data, developing algorithms using supervised & unsupervised learning, time series modelling, regression, and classification. The course will also contain more than 25 hands-on exercises for the candidates. The online classrooms will consist of 44 hours of instructor-led training. There is also an option for corporate training so that businesses can train their employees.

Moreover, candidates will learn to seamlessly apply the concepts learnt with the array of practice and industry projects, which will take care of both the theoretical and practical nuances of Machine learning. Apart from the Lab sessions, students can also work with industry projects provided, where they’ll need to design industry-scale machine learning models for companies like Amazon, Uber, and IDB.

The Post Graduate Program in AI and Machine Learning course by Simplilearn is a 11-month virtual Bootcamp that revolves around machine learning’s real-world applications. Curated in partnership with the prestigious Purdue University, the curriculum offers pristine education and top-tier mentorship by renowned educators.

The Post Graduate Program in AI and Machine Learning covers ML and data science topics like python, data analytics, data wrangling, feature selection, time-series modelling, recommendation systems, etc. All these are delivered via hands-on projects, virtual classes, real-time datasets, and real-time industry projects. 

Undertaking the Post Graduate Program in AI and Machine Learning course, you will also get access to an elective masterclass by the Purdue faculty. The curriculum will also help you hone your skills in top tools like Seaborn, SciPy, Pandas, NumPy, Matplotlib, Plotly, Statsmodels, etc. Upon course completion, Simplilearn and Purdue University will grant you the Applied Machine Learning Program certificate. Plus, you can access Simplilearn’s JobAssist platform for career mentoring, resume-building, career fairs, and interview preparation.

PG Certification in Machine Learning and Deep Learning by upGrad online course is a eight months course, which will introduce you to all the concepts of machine learning and deep learning. You will learn how to make a program using machine learning algorithms. Machine learning and deep learning concepts are required before you can start automating the process which was previously being done by your employees. 

Get 240+ hours of online learning, one-on-one personalized mentorship, placement assistance, and much more. Working professionals can also opt for the course to learn the skills of Machine learning and deep learning from Upgrad. The combination of a best-in-class syllabus, personalised mentorship by industry experts help you master the concepts of Machine Learning and AI. The online certification from one of the prestigious colleges in India, IIIT Bangalore. Moreover, every student may get a golden chance to pay off the huge amount of fees in easy, and low installments.

The PG Certification in Machine Learning and NLP course by Upgrad is specially designed for the candidates who are interested in learning different aspects of Artificial Intelligence - Machine Learning and Natural Language Processing (NLP). This course will provide a thorough knowledge of Python and how Python is used in data manipulation. You will also learn about supervised and unsupervised learning techniques, hypotheses, and different parts of statistics in this course. 

You will earn knowledge and expertise in Machine Learning and NLP, which will help you to solve real-life problems. Also, you will get the opportunity to gain knowledge from experts in the industry.

You’ll earn a certificate from the International Institute of Information Technology, Bangalore after completing this PG Certification in Machine Learning and NLP training. During this course, you’ll be given a minimum of five projects to work on. The course is available completely online. So, it will be easier to do this course without compromising your current study or job. You will get 360-degree career support after completing this course. While doing the course, if you face any technical issues, upGrad team members will help you out. The course can be available through a no-cost EMI option.

The Advanced Certification in Machine Learning & AI is an 8-month long course curated for the online medium. The programme partner is CloudxLab, and it provides a comprehensive curriculum. You will learn some latest programming languages and tools like Numpy, Pandas, Scikit-Learn, RNNs, Tensorflow 2.0, CNNs, SVM, GANs, and more during the course. You will also work on 25+ projects to gain some practical experience. 

Furthermore, CloudxLab’s Advanced Certification in Machine Learning & AI offers features such as blended learning, timely doubt resolution, and a best-in-class curriculum. You will also get 270 days of Cloud lab access and a Certificate of completion by E&ICT Academy, IIT Roorkee. After completing this course, you will solve real industry problems and be eligible for VLSI, Semiconductor, and similar industries.

Finally, the Advanced Certification in Machine Learning & Artificial Intelligence programme offers a mix of live instructor-led training and interactive self-paced lectures. A discussion forum facilitates peer-to-peer interaction and 24*7 support for academic queries.

Machine Learning serves as one of the biggest applications of data in today’s digital world. The Post Graduate Program in Machine Learning certification course is specifically designed for working professionals to train them with relevant skills. This 7-months program provides candidates with exhaustive hands-on training to develop the unique and necessary set of skills required for a successful career in a rapidly growing field. Candidates not only understand the best concept and algorithms of machine learning but also know how to apply them. 

The course is perfectly designed to offer comprehensive skills to learners so that they can work as data science professionals. Various machine learning concepts and algorithms including supervised and unsupervised learning, PG Program in Machine Learning training. enables candidates to prepare for a better career path. If an employed professional has the required qualifications plus a robust desire to enhance their career in the highly rewarding domain of machine learning, then this program is ideal. 

Also Read: Great Learning 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 online certification programme on Machine Learning by Coding Ninjas serves as a unique platform to the students where the applicants who are dedicated and passionate about coding can come forward and pursue their love and passion for machines. The syllabus of the Machine Learning course has been well crafted and curated keeping in view the modern demands and requirements.

The main objective of the Machine Learning certification course is to make students aware of the aspects of Machine Learning with respect to Engineering as a career. The course discusses the basics as well as advanced level topics such as data structures, algorithms, Python, etc. The programme has a chatroom on Slack, more than 90 hours of video lectures, several assignments, and projects. 

The course requires no prior knowledge of programming since it deals with the basics of the subject matter. Students are supervised by industry professionals throughout the programme. Students can also get certifications based on their performance at the end of the Machine Learning Course.

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Certificate Course in Machine Learning using Python
Certificate Program in Machine Learning and Natural Language Processing Using Python

The Certificate Program in Machine Learning (CPML) course is of 6 months duration that is prepared by IIT Roorkee with the joint association of Times TW. It is believed that businesses must always have a look at their material, and product flows so that high margins are maintained. This actually keeps the operation daily in check. It is actually not possible for humans to keep a track of this huge data, and that is when the students use machine learning for accurate forecasts.

This Certificate Program in Machine Learning (CPML) training is for working professionals who take data into account for generating daily, and accurate reports. Machine learning will help teach the systems ability to improve their recommendations automatically. Machine learning professionals are always in high demand, hence this certification course is great for harnessing their power to secure jobs. The time that needs to be invested is only 6 hours of weekly effort.

Machine Learning for Real-World Application Training course is a specialized course that helps learners understand the practical applications and advanced approaches of machine learning, an integral part of artificial intelligence technology.

The Machine Learning for Real-World Application Certification by TCS iON will be taught through digital lectures, digital learning resources and industry assignments and evaluated through a final summative assessment. The course led by industry experts provides both internship and job opportunities to learners. After successful completion, learners will receive a verifiable digital certificate.

The Certificate Programme in Machine Learning and Deep Learning course provides a comprehensive understanding of methodologies, applications, and principles of ML and DL. The course is a 6-month duration programme and is conducted in Direct-to-device mode. This course in collaboration with Timespro equips the participants with the required skills and insights of Artificial Intelligence (AI).

The course provides programming with Python, an introduction to data analytics, applied mathematics and applications of ML and DL. The Certificate Programme in Machine Learning and Deep Learning by IIT Delhi is designed for graduates of Science or Engineering and professionals working in the Software, and IT industry, and aspiring Data Engineers, Data Scientists, and ML Engineers.

Also Read: Online Machine Learning Courses & Certifications

Artificial Intelligence has transformed the aspects through which one perceives the world. The gifts of AI and other related technologies have established themselves well: automatic disease diagnosis, user-customized shopping experience, chatbots. Etc. This AI revolution is revamping our lifestyles, as various industries are gradually inculcating AI in their routines.

This IIM Kozhikode Executive Management Development Programme Artificial Intelligence & Machine Learning certification course acts as a base course for candidates who aspire to make a career in AI and ML. Its main focus is on professionals who wish to upgrade their skills or level up their formal positions.

This IIM Kozhikode Executive Management Development Programme Artificial Intelligence & Machine Learning training course should not be confused with an introductory course in Big Data Analytics, which is another separate field. This course is designed for administrative managers who depend on facts and statistics from Big Data and seek well-structured insights to anticipate market trends.

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.

Machine Learning Expert by DataMites is preferred by professionals willing to start their careers in the field of machine learning and data science. The Machine Learning Expert certification provides students with an expert faculty. The students will be provided with live project mentoring and will further be provided with multiple projects from where they can practice and understand the working mechanism of the industry. Students can choose to pursue the programme in three different modes -live virtual, Classroom training, or Blended learning. This enables the students to join the mode as per their convenience and preference.

The curriculum of Machine Learning - Tensorflow Training certification course covers machine learning algorithms, Tensorflow and deploying the machine learning models. In the Machine Learning - Tensorflow Training, the candidate will get access to the data science cloud lab for unlimited use. The Machine Learning - Tensorflow Training certification will be awarded to the candidates on successfully completing the programme.

The certification programme is accredited by IABAC. The course includes working with live machine learning projects. The Machine Learning - Tensorflow Training certification syllabus will be as per the structure that industrial requirement follows. Moreover, to make it easy for candidates, DataMites imparts this programme in three different modes namely, Live Virtual, Classroom training, and Blended learning training methods. 

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 Unsupervised Learning online course by Udacity aims to educate you on Unsupervised Learning concepts. During the course, you will study and practice a wide range of Unsupervised Learning approaches. These include clustering, information theory, randomised optimisation, transformation and feature selection, etc.

The Unsupervised Learning online programme focuses on how you can utilise Unsupervised Learning methods to discover structure in unlabelled data. You will also learn how to use it for identifying patterns and analyse data. The course provides detailed insights into the best practices and important techniques for Machine Learning.

The programme duration is approximately one month. The Georgia Institute of Technology, USA offers Udacity’s Unsupervised Learning online training. This intermediate-level programme includes rich video content delivered by expert instructors. Moreover, you will learn via interactive quizzes and reading resources. You will also work on a final project to gain practical knowledge of ML.

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 Engineer programme from 4Geeks Academy is a 15-week certificate course. The course will be delivered in three classes every week. With the certificate course in Machine Learning Engineer, students will be trained by a renowned expert in AI Adoption. The course will let them learn Machine Learning fundamentals and Deep Learning with powerful technologies that help businesses flourish.

The class size of the 4Geeks Academy Machine Learning Engineer certificate course is 12 students. The course need not requires any previous experience. Students can choose the course language between English and Spanish. All the live classes will be taught in the language of your campus.

Machine Learning is a highly in-demand curriculum for this generation. Machine Learning gives computers the ability to learn from experience without being programmed explicitly. EdX’s Machine Learning certification course is concerned with both the theoretical and practical aspects. The curriculum will present the candidates with statistical unsupervised and supervised learning methods for data remodeling and data analysis.

Georgia Institute of Technology offers the Machine Learning online course by EdX, and the university’s Executive Associate Dean Charles Isbell teaches the programme. It is an intermediate-level course that covers various theoretical concepts like the Inductive bias, the minimum description length principle, Ockham’s razor, etc. The training includes several projects and programming assignments for candidates to get a more concrete understanding of the topics. 

Students learn about various topics such as randomised search algorithms, reinforcement learning, Bayesian learning methods, etc.  After completing the Machine Learning training, the candidates will get three credits and a certificate of completion after paying the fee for certification. It will take around 14 weeks to complete the programme, and classes will be conducted online through video lectures. 

The Intro to Machine Learning with PyTorch certification course is an online self-paced programme designed for candidates who have a keen interest to learn new ideas in the field of technology. The demand for Machine Learning engineers is higher than the supply. Thus, this course has been curated for those who want to strive and stay firm in the competitive market. This is an online self-paced program by Udacity. 

Candidates will learn, understand, create and implement the most predictive algorithms in the real-time world. The candidate will deal with both supervised and unsupervised learning. They will have a deep understanding of Neural Networks. The course has a high demand because of its portable and dynamic nature.

Additionally, the 3-course projects engaged in this Intro to Machine Learning with PyTorch training will help the participant to develop a detailed and elaborated knowledge of this subject. It will serve as an opportunity to understand the importance of machine learning with PyTorch in detail.

This Introduction to Machine Learning with TensorFlow certification course is to engage the candidate in the techniques of Machine learning with the information related to algorithms in TensorFlow. It helps the learners to understand the concept of Machine learning and its techniques. Jobs related to machine learning are the most emerging and much in-demand jobs in the professional world. 

Such technologies are very much needed and Machine learning is the best way to get into the technology industry. Learners with skills related to this study can easily find themselves competing in this field. It's an easy and fun way to get all the necessary knowledge about this study. 

This Introduction to Machine Learning with TensorFlow training course provides learners with various activities to test their skills and prove their knowledge. Machine learning and its skills can bring so many changes than what actually is available.  Learners with active interest can easily find themselves completing this course easily. 

Natural Language Processing (NLP) and Machine Learning (ML), are transforming and re-shaping businesses and job functions worldwide. Most industries are already being disrupted by ML and the automation of business processes. These include Manufacturing, Healthcare, IT, Fintech, and the Service industry. This is why now more than ever, you need courses like the Certificate Program in Machine Learning and Natural Language Processing Using Python by IMT Nagpur.

Take the Machine Learning and Natural Language Processing Using Python certification course to learn the useful tool - NLP. It is a tool for transforming unstructured data, including text, images, and videos, into meaningful information to facilitate decision-making. Application areas of NLP include chatbots, language translation services, and systems for answering questions.

The Machine Learning and Natural Language Processing Using Python online training are three months long with live online classes held every weekend. Learners will receive a schedule for the same in due course. The course curriculum houses real-world case studies and examples for a deeper understanding of the concepts.