List of Online Courses and Certifications

The project-centered 100% online course offered by the Hebrew University of Jerusalem helps you transform and build a modern software hierarchy which is purposely designed to help you in translation and execution of object-based high-level languages on a bare-bone computer platform which will in the process bring deep gain towards hands-on understanding in the applied computer, science, vector graphics and towards all other topics that fall under the core of every modern computer systems.

The course can be completed within 3 weeks but it’s dependent upon you till when you complete it at your own pace.

The course also comes up with a textbook “The Elements of Computing Systems” which covers all the course topics. The book is currently offering a 30% discount on the cover price provided by Nisan and Schocken, MIT Press).

They will also freely supply all the required software materials and tools which are necessary for completing the course.

The project centred courses have nine modules with each having a series of lectures which will take about 3 hours of yours to attend an additional 29 hours to complete each of the six projects. 

The Python machine learning course is developed and offered online by the leading data science institute Analytixlab partnering with the International Business Machines Corporation(IBM) which provides a dual certification for the candidates. This machine learning program taught along with Python will take a hundred and ten hours to complete with sixteen classes of experiential learning.

This online training in machine learning provides the learners with an interactive learning environment and an option for independent learning. The course curriculum is designed for the students with the skills of Python and data analytics to learn about the real-world challenges in the field of machine learning. The learners are enabled to work with eight industrially relevant projects and assignments wherein they can exhibit their theoretical knowledge of the domain. The Python machine learning course training helps the students gain the technical knowledge necessary to excel in the field of data science using machine learning skills along with expertise in Python. 

The Data Science 360 Course enables the students to discover the significance of the data science field that transforms the data-driven industry and digital technologies. The course is offered by the online education provider platform, Analytixlab. The course consists of classroom learning, online pedagogy, and self-study options that will take five hundred hours in total to complete the course. 

The data science course study consists of forty-six classes with eighteen assignments and projects for the students to have an experiential learning process. The courses included are analytics edge, data science with python, and machine learning programs. The ‘Data Science 360 course’ training program equips the learners with skills in data visualization, descriptive analytics with predictive modeling with the knowledge of machine learning techniques for effective decision making in the business industry. The primary skills of data science and comprehensive understanding of the concepts allow the candidates to aspire for job opportunities in leading companies.

This Machine Learning with Python for Beginners Certification dives into the basics using a well-known programming language - Python. In this short-term course, students will be reviewing and learning about the purpose and importance of Python in Machine Learning and where it applies to the real computer world. Also, candidates will get a general overview of Machine Learning training from the National Institute of Technology Warangal in topics such as supervised vs unsupervised learning,  model evaluation, and complex Machine Learning algorithms. Machine Learning with Python for Beginners Certification Course is useful to learn a lot of things in a short span of time. Make your career future-proof with Machine Learning with Python for Beginners Online Course. 

All students after carrying out the required tasks like individual projects and algorithms for specific problems get Machine Learning with Python for Beginners Certification by NIT - National Institute of Technology Warangal.

The Python Foundations for AI/ML training is a beginner’s course where you can learn the fundamentals of the programming language called Python. Today, Python has become essential in the IT field amid technical advancements. This course helps explicitly to build your knowledge and use Python for artificial intelligence and machine learning.  

Multinational firms use artificial intelligence to bring efficiency to their operations. The Python Foundations for AI/ML certification course will help candidates get better opportunities in their careers and to enhance their earnings. The course also equips you with the knowledge of the current trends and practices followed by industries to navigate through artificial intelligence and machine learning.   

The Python Foundations for AI/ML online programme is taught by Asokan Pichai, who is considered to be the programming guru and has 35 years of experience in the software development field. The course curriculum has a mini hackathon towards the end to polish your skills and tests your progress. 

The Machine Learning for Computer Vision training is a 2-week online certificate programme offered by PDPM IIITDM Jabalpur. The programme aims to imbue you with essential machine learning skills, especially in the context of computer vision. 

The Machine Learning for Computer Vision course syllabus focuses on both theoretical and practical aspects of machine learning. During the course, you will learn concepts like supervised learning, unsupervised learning, feature extraction, image classification, deep learning, and much more.

Moreover, the Machine Learning for Computer Vision programme also features dedicated online lab and training sessions to help you develop the necessary practical expertise required in the industry. The course content will be delivered online, which you can attend from the comfort of your home.

The Machine Learning for Computer Vision certification programme also has a discussion forum wherein you can engage with your peers and talk about research problems and internships.

Machine Learning With Big Data is an online certification programme administered by the University of California San Diego to help the students explore machine learning with big data concepts. Machine Learning With Big Data  Certification Syllabus, developed by Mai Nguyen, the Lead for Data Analytics, and Ilkay Altintas, the Chief Data Science Officer, will give the students a clear understanding of strategies of machine learning for the analysis and exploration of data. 

In the Machine Learning With Big Data Certification Course, administered by  Coursera, the candidates will learn to build machine learning models with numerous algorithms and tools as well various concepts of big data. Machine Learning With Big Data Certification by Coursera is the fourth in six programmes of the Big Data Specialization. 

The Managing Machine Learning Projects certification course is a lunch of Duke University’s Pratt School of Engineering, and Coursera. This is course number 2 of the main AI Product Management Specialization programme. The course has a main focus on the practical aspects related to the management of projects in machine learning.

The Managing Machine Learning Projects training will take around 18 hours to get completed. This Coursera programme will walk every participant through different processes like data collection, building of a model, data collection, deployment, and maintenance of the systems of production. Apart from the above the candidates will also be taught processes in data science so that decision making in ML systems can be easier. 

Guided Tour of Machine Learning in Finance is offered by Coursera for intermediate-level students and learners to know the application of machine learning in finance. The online programme is the first programme in the Machine Learning and Reinforcement Learning in Finance Specialization offered by New York University and the Guided Tour of Machine Learning in Finance Certification Course can also be taken as a separate single programme. 

Provided by Coursera, Guided Tour of Machine Learning in Finance Training will shed light on machine learning and the application of ML to cope with various financial problems. Though the Guided Tour of Machine Learning in Finance Certification by Coursera is offered for intermediate learners, it is very needed for the learners to have an understanding and experience of Python, linear algebra, basic probability theory, and basic calculus to successfully complete the assignments. 

Machine Learning: Clustering & Retrieval is the University of Washington-offered online certification programme. The online course will expose the students to the practical understanding of clustering and retrieval aspects of machine learning through the case study of Finding Similar Documents. Machine Learning: Clustering & Retrieval Certification Course facilitates the students to take the course completely in online mode from anywhere in the world. 

Provided by Coursera, Machine Learning: Clustering & Retrieval Certification Syllabus will discuss the similarity-based algorithms for retrieval,  latent Dirichlet allocation (LDA), clustering, and the implementation of expectation maximization (EM) and the like. Machine Learning: Clustering & Retrieval Certification by Coursera is the fourth and last course in the Machine Learning Specialization. 

Machine Learning has emerged as one of the most popular branches of engineering over the years. The Python program is a popular language for programming as the syntax is simpler and it consists of a lot of code libraries, which makes coding relatively easy, as compared to its counterparts. 

Summer Training Program on Machine Learning using Python (Development and Deployment) Certification Course from the Electronics & ICT Academy of IIT-Roorkee is specifically designed to train students in Python coding, in the field of ML engineering. The duration of the course is 14 days and 40 hours. The number of seats is 60. The Training is coordinated by Professor R. Balasubramanian and Professor Partha Pratim Ray from IIT-Roorkee, along with Professor Sanjeev Manhas serving as the Principal Investigator.

The course trains students for a career in Machine Learning engineering or Data Science, which according to Kdnuggets, will generate about one million job opportunities in the near future. Also, the popular Forbes magazine has listed Data science as one of the best jobs to pursue as a career.

Python is one of the most popular languages today for learning programming. However, it is also a highly preferred language for programming data-intensive and intelligent systems. The Python Programming course by IIITDM, Jabalpur, is an 12-day training that imparts vital knowledge about this language, including its basics and advanced areas.

The Electronics and ICT Academy of PDPM IIITDMJ has curated the Python Programming online course. They’ve collaborated with IIT Kanpur, NIT Patna, MNIT Jaipur, and NIT Warangal to put forth expert faculty and top-tier learning. The curriculum will teach you how to solve ML and Data Science problems via programming on Python. 

The Python Programming course syllabus constitutes Functions, Tuples, Sets, Basic Data Types, and other vital concepts to increase your Python proficiency. What’s more, it will help you develop an industry perspective of Python and its applications and maintain it in the real world. 

Moreover, the Python Programming training also features live online lectures by subject experts. You will also indulge in training and lab sessions, discussions, and follow-up sessions to clarify doubts and learn every concept thoroughly. 

With the Data Science for All by PDPM IIITDM Jabalpur, learn all about data science. The training starts with focusing on the mathematical foundations of data sciences. Here, you explore vectors, matrices, matrix decomposition, vector spaces, singular value decomposition, probability basics, statistical measures, variance, density function, Markov Chains, and conditional probability.

The Data Science for All course syllabus also dives deep into data processing, covering concepts like dimensionality reduction and principal component analysis. The curriculum devotes a section to familiarise you with the fundamentals of machine learning. Here, you develop a good understanding of classification – decision trees, regression, Naïve Bayesian Classifier, handling large datasets: MapReduce, and clustering.

Besides, the Data Science for All certificate programme ensures that you master industry-relevant concepts, including deep learning, data wrangling, programming the normal Python, data visualisation, NumPy, Matplotlib, and Pandas. You even get to practice on ML topics such as Keras and TensorFlow, and Scikit.

Moreover, the Data Science for All training is being offered online through live web conferencing. The course comprises of hands-on learning, theory lectures, assignments, activity-linked problems, case studies, quizzes, problem-solving sessions, and more.

Python Programming certification course is one of the summer courses provided by NIT Patna. It will be on the online live web- conferencing, with lectures that will be delivered by eminent experts from NITs, IITs, IIITs, and other premier institutes. You will also be given activity linked problems, assignments, case studies and tests which will help you to develop more knowledge about Python programming language.

Python is considered as the high-level computer programming language because unlike other computer languages such as HTML, CSS, and JS; it is used for developing software and websites both. So, if you are looking to make your career in software development or want to enhance your skills in computer programming, then the python programming course is the best choice for you.

In this Python Programming certification course, you will be learning many things like basics of python programming, Loops, Functions, Data handling, use cases and Machine learning as well.

The Data Science for All online course is developed under NIT Patna's joint online faculty development programme. Expert professors in the country are responsible for planning and organising the curriculum. The programme's curriculum is rather advanced so that applicants can learn better and develop themselves. In order to make them stronger, the Electronics & Information and Communication Technology Academy (E&ICT) of NIT Patna are conducting the Data Science for All class programme for faculty, PhD researchers and others.

7 academies of Electronics & Information and Communication Technology (E&ICT) were founded by the Ministry of Electronics and Information Technology of the Government of India. Data Science for All certification course of NIT Patna intends to construct and integrate basic and advanced training programmes in the speciality areas of electronics and ICT in order to enhance the skills, knowledge base and necessary resources to augment the teaching society with greater knowledge.

There are 18 NITs established by MHRD, the Government of India. The institute has always offered its students with high academic excellence. Participation in NIT Patna's Data Science for All programme will prove useful to all candidates.

The certified big data engineering course is offered and developed by the leading data science institute and online education platform in collaboration with the International Business Machines Corporation. The course is organized for 210 hours which includes thirty classes, e-learning sessions, and eight to ten hours of every week for independent study.

In this program, the learners gain the highly demanded knowledge and skills of big data analytics that drives data processing and management in industries. This course enables the students to become big data professionals who are required in the fields like Information Technology and Information technology-enabled services. The experiential learning techniques with the projects, assignments and other practical exercises provide the students with a wholesome learning experience.

 In this certification program, the students will get an opportunity to receive dual certification partnered with IBM. The certified big data engineering course is a skill development program that also provides career guidance for the participants.

The Learning path in Data Science certification course is one among the lengthiest computer science courses available in the country, and it has expanded with the growing computer science industry.  The Learning path in Data Science online course by FutureSkills Prime is intended for candidates who want to enhance their knowledge and skills in data science activities.

Learning path in Data Science online classes contain 200 hours of video-based training led by an expert data scientist who teaches about machine learning, data visualization, and several technologies that allow candidates to work on their data science project, including Python, Jupyter, Anaconda, Numpy, Matplotlib, Seaborn, Tableau, Excel, Power BI, MySQL, and many others. Candidates will also receive two certificates of completion from the Board infinity and FutureSkills Prime upon satisfactory completion of this course.

The Data Science Using Python course was developed by Digital Vidya and is given by FutureSkills Prime which is focused on teaching candidates about data science and machine learning using Python. The Data Science using Python online course is designed to teach the concepts and principles of data analysis and data visualization using the Python programming language.

Data Science Using Python online classes by FutureSkills Prime and Digital Vidya offer 176 hours of prerecorded video-based lectures structured into 7 stages, beginning with the fundamentals of Python and progressing to topics such as Numpy & Pandas, as well as the data visualization in Python covering all chart types along with Matplotlib and Seaborn, and finally, the fundamentals of machine learning using Python. By the end of this program, candidates will learn how to use Microsoft Excel, Structured Query Language, and Power BI to perform various analytical approaches and data visualization.

The Machine Learning with Python certification course is a 175 hours short course that is prepared and presented by the Topcoder Academy. This programme is spread over 3 distinct modules that are taught for 15, 10, and 150 hours respectively. With this course curriculum, the candidates will be able to apply the different machine learning concepts to practical use in their job fields.

In the Machine Learning with Python training, the candidates will be able to use the TensorFlow framework for building several neural networks and also explore more advanced techniques like reinforcement learning, and natural language processing. Moreover, the candidates are introduced to concepts like neural networks along with principles behind how recurrent, and deep neural networks work.

The Managing Machine Learning Projects with Google Cloud certification course is designed as a beginner level programme. The programme can be joined from the platform of Coursera. It offers a self-paced learning experience and students can learn from the available study material without any restrictions. 

The programme does not charge any amount for joining and learning from the course. Participants will be able to complete the whole Managing Machine Learning Projects with Google Cloud certification syllabus in approximately fourteen hours as it contains eight modules that will take up to a month. Students will be able to gain information regarding machine learning with respect to business problems. 

Students will be able to obtain a certificate if they complete the Managing Machine Learning Projects with Google Cloud programme within the given time. Candidates have the option to reset the deadlines according to the schedule of their suitability. The course also includes quizzes, readings, discussions, and assignments in order to provide a better learning experience for the students. The topics included in the Managing Machine Learning Projects with Google Cloud certification can be completed in the duration of one to three hours. 

PDPM IIITDM Jabalpur’s Social Robotics training provides exposure to the essentials of Artificial Intelligence and the field of Robotics. During the programme, you will learn about the dynamics of industrial manipulators and kinematics, path planning, trajectory planning, robot design, and other key concepts. 

Furthermore, the Social Robotics course syllabus covers topics like Robotics’ basics, Robot kinematics, Reinforcement learning, Rehabilitation Robotics, Robots in healthcare, Wheeled Mobile Robots, etc. The curriculum also emphasises the application of Robotics in the Healthcare industry. Hence, you will learn how robots help in the rehabilitation of heart and stroke patients. 

Moreover, the Social Robotics programme also explores how robots are being used in the current Covid-19 crisis. Experts are formulating ways of robotic treatment for patients to reduce human contact during the pandemic. The course is open to faculty, students, Research scholars, and industry personnel working in this particular field. 

IITDM has collaborated with NIT Patna and MNIT Jaipur to curate the Social Robotics online course. Hence, esteemed faculty members are the educators who will help you grasp the curriculum concepts efficiently. 

Machine learning and artificial intelligence are new technological steps that can be applied in numerous fields to bring innovative breakthroughs. Machine learning and artificial intelligence has also an extraordinary scope and application in the medical and healthcare field. Fundamentals of Machine Learning for Healthcare will help the students to understand the significance of machine learning and artificial intelligence in the medical field and their potential to bring about transformations. 

Fundamentals of Machine Learning for Healthcare Certification Syllabus will introduce the learners to the basic concepts of machine learning and its applications in medicine and healthcare. By taking the course offered by Stanford University, the students will learn healthcare, health policy, pharmaceutical development, data science, and many more. 

Fundamentals of Machine Learning for Healthcare Certification Course, administered by Coursera, is a beginner-level programme that can be taken by the candidates at their own pace. Fundamentals of Machine Learning for Healthcare Certification by Coursera, instructed by Matthew Lungren who is the Associate Professor at the Department of Radiology, and Serena Yeung who is the Assistant Professor at Biomedical Data Science, is the third course in AI in Healthcare Specialization. 

The Machine Learning for Data Analysis certification course is a 1 week course taught by Wesleyan University, and Coursera. If students want to learn about predicting outcomes of the suture with data available today then this Coursera course is the best option that they can avail. The process of machine learning taught through this programme will help in testing, then applying, and finally applying algorithms that are predictive for achieving different kinds of goals. 

The Machine Learning for Data Analysis training is course 4 of 5 of the main Data Analysis and Interpretation Specialization programme. After this course gets completed, the candidates will be learning ways of interpretation algorithms of machine learning. These concepts will be serving as alternative methods that will help in giving answers to research questions.

Java-based Artificial Intelligence applications contribute to the maintenance of transparency and portability, as well as the integration of any system or process to carry out sophisticated tasks and functions to maximize productivity. Introduction to Artificial Intelligence with Java online course aims to teach individuals about the sophistication that java-based artificial intelligence incorporates in any development project and to assist them in using their knowledge to achieve a competitive edge in their careers.

Introduction to Artificial Intelligence with Java certification course is designed by Packt Publishing Ltd, a British organization that offers high-quality training and technical support to IT professionals. Introduction to Artificial Intelligence with Java online training begins with a quick introduction to artificial intelligence and java programming, thus participants should have a basic understanding of java programming and machine learning concepts to make the learning process more efficient. The course includes over 2 hours of HD video lectures that cover seven different aspects of the course, including introduction, AI games, and rule-based systems, interfacing with WEKA, handling attributes, supervised and unsupervised learning.

Artificial intelligence is becoming increasingly significant in today's data-driven culture. Python has developed as a prominent artificial intelligence and machine learning development language owing to its simplicity of use and functionality, as well as its massive support for tools and libraries such as spaCy and TensorFlow. Hands-on Artificial Intelligence with TensorFlow online certification is created by Packt Publishing Ltd is a company established in the United Kingdom that delivers skill training and information to working professionals.

Hands-on Artificial Intelligence with TensorFlow online course focuses on teaching how the TensorFlow library makes machine learning faster and more efficient, as well as how to automate any procedure to carry out complicated activities and functions in terms of achieving optimal productivity. Hands-on Artificial Intelligence with TensorFlow online course involves prerequisites such as basic machine learning and TensorFlow expertise.

Large volumes of data are routinely collected in today's scientific and economic industries. Making informed decisions requires the ability to analyze data and learn from it. Machine Learning using R enables the visualization of data, the execution of statistical tests, and the application of Machine Learning algorithms. R and Machine Learning Fundamentals online course teach how the artificial intelligence branch requires minimal human interaction and how the AI system gathers knowledge from data, detects patterns, and makes decisions.

R and Machine Learning Fundamentals certification course is presented by TCS iON in collaboration with Packt Publishing Ltd is a British educational company that aims to provide skill development training to working people. R and Machine Learning Fundamentals online training include 2 hours of thorough video lectures spanning 12 separate modules covering subjects such as data types, subsetting, control structures, data visualization with R, supervised and unsupervised machine learning, and many more.

Introduction to Machine Learning in Sports Analytics is an intermediate-level online course provided by Coursera which is one of the leading online course providers. The online certification programme will guide the learners on how to use machine learning in sports analytics. Offered by Coursera, Introduction to Machine Learning in Sports Analytics Certification Course is the last course in the Sports Performance Analytics Specialization offered by the University of Michigan. 

Introduction to Machine Learning in Sports Analytics Certification Syllabus will discuss the machine learning techniques, the prediction of athletic outcomes with machine learning, and many more. Introduction to Machine Learning in Sports Analytics Certification by Coursera can be taken by learners who have familiarity with Python. 

Artificial Intelligence on Microsoft Azure certification course is made available through Coursera, a digital learning platform that has collaborated with more than 200 premier higher education institutions to promote customizable, affordable, job-relevant online learning to individuals and organizations globally. Artificial Intelligence on Microsoft Azure online course is intended for students who wish to learn how Artificial Intelligence facilitates the production of powerful solutions to various types of problems, as well as making predictions or conclusions.

Artificial Intelligence on Microsoft Azure online classes by Coursera emphasize the fundamental AI topics of machine learning, anomaly detection, computer vision, natural language processing, and conversational AI. This course demonstrates how artificial intelligence can be employed and explores the concepts of responsible AI, which can help students comprehend some of the issues that developers face when attempting to design artificial intelligence solutions. By the end of the course, students will have gained the knowledge and competence to pass the AI 900 certification examination and become certified AI engineers.

Machine Learning Certification Course online training is designed by Board Infinity, a virtual learning environment for trainees that would aid them in obtaining excellence and fulfilling their professional goals. Machine Learning Certification Course online training by Board Infinity is for participants who desire to acquire the scientific study of algorithms and statistical models that machine learning utilizes to become professional machine learning engineers.

Machine Learning Certification Course online classes cover a wide range of machine learning topics, including natural language processing, deep learning, supervised and unsupervised learning, artificial neural networks, probability, and statistics, convolutional neural networks, and include comprehensive learning, as well as case studies and projects. This course also includes sections on Python, pandas, OpenCV, Numpy, Anaconda, ANOVA, Matplotlib, Seaborn, and other programming languages.

Fundamentals of Deep Learning certification course is created by Board Infinity, a learning system that aims to help individuals achieve excellence and achieve their professional goals. The Fundamentals of Deep Learning online classes by Board Infinity are for students who are looking for a thorough training program that will help them develop a solid understanding of the principles and practices of deep learning.

Fundamentals of Deep Learning online course is a self-paced learning program that includes more than 6 hours of detailed video lectures, as well as numerous projects, case studies, and assignments to give students a well-rounded learning experience. This course starts with a basic introduction to machine learning and then moves on to more advanced subjects like neural networks. Students will have a thorough grasp of how to use Python, Pandas, NumPy, Tensorflow, and Anaconda for a variety of deep learning tasks by the end of this training course.