List of Online Courses and Certifications

One of the most significant areas of mathematics is linear algebra. The subject of vectors and linear equations is known as linear algebra. It is a fundamental notion in practically every field of mathematics. In the current teaching of geometry, linear algebra is considered a fundamental concept. Mike X Cohen - Neuroscientist, Writer, and Professor created the Complete Linear Algebra: Theory and Implementation in a code certification course, which is delivered via Udemy.

Complete linear algebra: theory and implementation in code online classes are designed for candidates who work in fields like data science, artificial intelligence, computer science, and machine learning as well as those who want to utilize the functionalities of the principal and strategies associated with linear algebra. Complete linear algebra: theory and implementation in code online course consist of 34 hours of detailed video sessions accompanied by 2 articles and 3 downloadable resources that cover a wide range of linear algebra topics such as quadratic form, the system of equations, orthogonalization, singular value decomposition, eigendecomposition, and more.

INTUITION MATTERS! Applied Calculus in Engineering: Complete online certification is created by Mark Misin Engineering Ltd, an educational platform that provides courses in math, control systems, python, and mechanics which is presented by Udemy, which is designed for scientists who want to learn more about the benefits of using calculus in control engineering. INTUITION MATTERS! Applied Calculus in Engineering: Complete online course focuses on offering learners a strong understanding and knowledge of Calculus, as well as training them to apply it in real-world situations.

INTUITION MATTERS! Applied Calculus in Engineering: Complete online training contains more than 33.5 hours of prerecorded video based accompanied by 3 downloadable resources, 6 articles, and assignments that discuss various topics of calculus which include functions, single variable function, multidimensional functions, single variable integrals, multivariate integrals, integral control, parametric equation, differential equation, proportional integral derivatives and more.

Linear algebra is an area of application concerned with a system of equations and associated with vector space expressions via matrices. In other terms, one of the most important areas in mathematics is linear algebra, which is the analysis of linear functions and vectors. College Level Advanced Linear Algebra! Theory & Programming online certification is designed by Ahmed Fathy - MSc, Deep Learning Scientist & Instructor, and is delivered by Udemy.

College Level Advanced Linear Algebra! Theory & Programming online course is intended for applicants who want to utilize calculus, linear algebra, and matrices for data science, machine learning, deep learning, computer graphics, and game development. College Level Advanced Linear Algebra! Theory & Programming online classes include 35 hours of digital lectures, 15 papers, and two downloadable resources on topics such as linear regression, principal component analysis, singular value decomposition, Taylor expansion, Hessian matrix, projection matrix, inverses, and pseudo inverses.

Calculus is a field of mathematics that deals with calculating simultaneous rates of change and the accumulation of an infinite number of tiny elements to arrive at a final result. Calculus MASTER, Zero To Mastery is an online certification established by Data Science Academy, ML Master Trainer, and offered by Udemy for candidates who want to master the fundamentals of calculus from scratch.

Calculus MASTER, Zero To Mastery online course is designed to assist candidates in learning the fundamentals as well as advanced concepts of precalculus, calculus 1, calculus 2, and calculus 3. Calculus MASTER, Zero To Mastery online classes include 44 hours of prerecorded lectures, four downloadable resources, and 18 articles covering topics such as algebra, derivatives, antiderivatives, graphs, series, sequences, vectors, polar coordinates, exponents, logarithms, and limits.

Here most standard combinatorial settings are addressed in the Combinatorics and Probability course that can help answer questions of this nature. In particular, this course focuses on improving the ability to differentiate these settings from algorithmic problems in real life. This will assist candidates to apply new knowledge in practice. Besides that recursive counting technique that is necessary for algorithmic implementations is also addressed here.

The Combinatorics and Probability course is part of Introduction to Discrete Mathematics for Computer Science Specialisation. There are total of five courses in it and Combinatorics and Probability is the second one. The language of computer science is known as Discrete Mathematics. In many areas including data science, software engineering and machine learning, one needs to work fluently. Via a fun approach, candidates are introduced to this language. Firstly they will solve several interactive puzzles that are specially designed especially for this online specialisation. Then actual solving methods and significant ideas will be introduced to them. It is sure that candidates will gain a deeper understanding in this way and will appreciate the beauty of the underlying concepts better. Programming examples, projects and problems are integrated into the specialisation in order to get the knowledge closer to IT applications.

Mathematics for Computer Games Development using Unity online certification is designed by Penny de Byl - an International Award Winning Professor & Author in partnership with Penny @Holistic3D.com - an Academic, Author & Game Development Enthusiast and is delivered by  Udemy and is intended for participants who want to study the principles of various mathematical concepts useful for game development operations. The Mathematics for Computer Games Development using Unity online course is designed for those interested in learning how to construct 2D/3D games using the Unity game engine

Mathematics for Computer Games Development using Unity online classes focuses on providing a fundamental comprehension of mathematics and assisting participants in mastering the strategies for accumulating mathematical information to improve their game development skills. With this course, participants will receive 15 hours of thorough lectures, as well as 27 downloadable materials, 7 articles, and quizzes, on topics such as game design, C# programming, transforming game objects, process optimization, trigonometry, ray casting, and more.

Every game has a mathematical foundation that is essential for everything to function as intended by the game's creators. Computer game design is based on various mathematical ideas, including transformations, geometry, vectors, and matrices. The Math For Video Games: The Fastest Way To Get Smarter At Math certification course was developed by GameDev.tv Team, Ben Tristem, the company's founder, businessman, and educator, and Gary Pettie, an independent game developer, offer it through Udemy.

Math For Video Games: The Fastest Way To Get Smarter At Math online training consists of more than 13.5 hours of digital lessons, is supported by two articles, and offers downloadable resources, which are intended for students who want to learn the mathematical concepts required for game design. Math For Video Games: The Fastest Way To Get Smarter At Math online classes revolve around trigonometry, linear equations, quadratic equations, algebra, circles, probability, angles, statistics, quaternions, vectors, combinatorics, matrices, permutation, and more.

Power management systems aid in ensuring that the electrical distribution systems, including the resources attached to them, work in a safe, dependable, economical, and compliant manner. They can aid in avoiding fire hazards, protect against shock, and rebound from disruptions faster and more securely. Rajib Roy Choudhary, a power market specialist, developed the Power Management in India certification course, which is made available by Udemy.

Power Management in India online classes incorporates 6 hours of video-based learning materials supported by assignments to help candidates provide a comprehensive understanding of the topics like power scheduling, power dispatch, load forecasting, power procurement, power purchase drafting, power trading, carriage, content separation and more. By the end of the Power Management in India online course, candidates will have acquired the skills to control electricity that is performed by utility companies, system operators, or grid operators.

Government regulations, academic examinations, and the electricity sector now place a high priority on renewable energy supplies, especially wind and solar energy. Renewable energy's contribution to sustainable development and future energy requirement in both urban and rural areas can be largely met by renewable energy sources. Energy Resources: New and Renewable Energy Resources online certification was developed by Amjith S., an assistant professor at MIT, and is available through Udemy.

Energy Resources: New and renewable energy resources online course is designed for learners who desire to advance their knowledge in the field of renewable energy. With the help of Energy Resources: New and Renewable Energy Resources online classes, learners will be taught about topics like conventional energy sources and non-conventional sources, as well as the necessary qualifications to modernize the American energy infrastructure and make it more sophisticated, secure, and regionally integrated.

Master statistics & machine learning: intuition, math, code certification course is created by Mike X Cohen - Neuroscientist, Writer & Instructor, and is made available through Udemy which is developed for students who want to learn the core principles of machine learning and statistics. Master statistics & machine learning: intuition, math, code online course by Udemy focuses on explaining how to utilize tools such as Python, Octave, and MATLAB for machine learning and mathematical operations, including statistics.

Master statistics & machine learning: intuition, math, and code online classes aim to teach the concepts of statistics and machine learning which act as the foundational principles of A.I. and business intelligence. This course involves more than 38.5 hours of prerecorded lectures, as well as four downloadable resources and three articles on topics like correlation, regression, clustering, classification, ANOVA, black box statistics, descriptive statistics, predictive analysis, signal detection theory, probability theory, data cleaning, data visualization, and data normalization.

Modern Web Design Beginners HTML CSS JavaScript 25+ Projects certification course is developed by Laurence Svekis - GDE, Application Developer & Instructor and is delivered by Udemy and is designed for learners who want to improve their knowledge to kickstart a career as web designers and front-end web developers by gaining knowledge of HTML5, CSS3, JavaScript, and responsive design. The Modern Web Design Beginners HTML CSS JavaScript 25+ Projects online course is designed to help learners know how to design and develop mobile-friendly, completely dynamic, and contemporary websites.

Modern Web Design Beginners HTML CSS JavaScript 25+ Projects online classes feature 39 hours of comprehensive video-based lectures supported by 290 articles and 7 downloadable resources which cover topics like web design, web development, application development, and front-end web design. Through more than 25 real-world projects, this course focuses on helping learners gain a practical understanding of the functions of technologies including HTML, HTML5, CSS, CSS4, Javascript, jQuery, and Bootstrap.

The Blockchain Course certification programme makes the learner know all the mechanisms, various aspects of the structure and advantages of Blockchain technology. Because of the world of data security, Blockchain Technology helps in the verification of data. For security transactions Blockchain technology helps to make the transaction totally transparent and also it cannot be modified or deleted by third persons.

The world is full of security where data and all the information needs to be secured and encrypted for any data loss. To prevent this type of losses Blockchain technology is very helpful to make secure transactions and data loading. Intruders are hacking the secured information where such a digital theft can be eradicated with this type of Blockchain technology.

The Blockchain Course offered by Intellipaat offers definitive training in Blockchain technology where it makes students learn Blockchain programming, solidity, cryptocurrency, Bitcoin mining, and much more. The academy is successful in its work since 2011 and has tied up with 1000+ MNCs and global companies. The academy has also been associated with 30+ countries across the world.

The Fundamentals of Network Communication course by Coursera is an intermediate-level course that is part of the Computer communications Specialisation. It will take you back to the core of networks and help you identify the major functions and concepts that are the crux of layered IT architecture. You will learn about how networks support the services and protocols.

Through the Fundamentals of Network Communication online programme, you will explore the field of digital communication and understand its fundamental concepts. The curriculum covers the error control techniques such as polynomial code, internet checksum, and parity check.

The University of Colorado offers the Fundamentals of Network Communication training course. Your instructor will be a highly qualified professional, Interim Dean Xiaobo Zhou, who will deliver the lectures via pre-recorded videos. This course is entirely self-paced and online. So, you can enjoy learning about computer communications at your own pace and comfort. Upon course completion, you can earn a shareable certificate.

Introduction to Artificial Intelligence certification by IIT Kanpur in collaboration with the MeitY offers basic techniques for building intelligent computer systems and application of artificial intelligence to solve the problems. Candidates will be given a chance to learn about formal logic, syntax, semantics, entailment and models, and much more. 

Introduction to Artificial Intelligence training is a complete package that provides high-quality video lectures and hands-on assignments that have a practical purpose. Students also become a part of group projects and partake in a final assessment examination that will ease the participants' learning process and help evaluate their progress. Various applications of Artificial Intelligence in robotics, vision, Natural Language Processing, etc., are covered in the curriculum.

Individuals participating in the Introduction to Artificial Intelligence certification course by IIT Kanpur stand to gain a lot from the programme. With bright career prospects in the field of artificial intelligence to look forward to, they also get 24*7 access to all the study material for a period of three months. The course also offers a hard copy to those candidates who complete all the assignments, pass the final exam and complete the course successfully.

Pianalytix, a Technology learning provider, developed the Data Science Mega-Course: #Build 60-Projects In 60-Days online certification, which is presented by Udemy and is aimed at individuals who wish to expand their abilities in the data science field. The Data Science Mega-Course: #Build60-ProjectsIn60-Days online course by Udemy teaches the core concepts of artificial intelligence, machine learning, deep learning, and natural language processing, among other technologies and topics in data science.

Data Science Mega-Course: #Build {60-Projects In 60-Days} online classes are designed to provide students with a practical understanding of data science principles and methodologies, and this course includes 60 projects that cover a variety of topics, both fundamental and advanced. This course also covers several cloud platforms so that students may design data science projects and deploy them on AWS, Google Cloud, Heroku, IBM Watson, Streamlit cloud, and Azure.

Google Colaboratory is a free, in-browser interactive programming environment that supplies deep learning researchers and engineers with an immersive and simple platform to collaborate on their data science projects. Google Colab allows anyone to compose and run arbitrary Python scripts in the browser, making it ideal for machine learning and data analysis. Minerva Singh - Instructor & Data Scientist developed the Complete PySpark & Google Colab Primer For Data Science certification course, which is available on Udemy.

Complete PySpark & Google Colab Primer For Data Science online training incorporates 4.5 hours of comprehensive lecture accompanied by articles and downloadable resources and is intended for individuals who want to use the capabilities of Google Colab for working with PySpark and Python-based AI modeling. The Complete PySpark & Google Colab Primer For Data Science online course discusses the methodologies involved with data processing, statistical analysis, correlation analysis, statistical modeling, and much more.

An early diabetes diagnosis can result in better management of the condition. The early diagnosis of the disease is frequently accomplished using data mining techniques. The relationship between the various attributes is also described in this research paper, which uses significant attributes to predict diabetes. The School of Disruptive Innovation, a company that develops innovative learning solutions for the digital age, created the Data Science: Hands-on Diabetes Prediction with Pyspark MLlib certification course, which is made available by Udemy.

Data Science: Hands-on Diabetes Prediction with Pyspark MLlib online course is an hour-long program that teaches students all the methods and ideas necessary to create, train, experiment, and assess machine learning models capable of identifying diabetes using logistic regression. Data Science: Hands-on Diabetes Prediction with Pyspark MLlib online classes include a variety of carefully crafted and designed tasks centered around data cleaning, diabetes datasets, logistic regression, performance evaluation, and Spark MLlib.

Pyspark is a big data application that employs the Python programming language for real-time streaming and offers a better and more effective way to perform all types of calculations. PySpark for Data Science - Beginners online certification is developed by Exam Turf - an educational organization that provides competitive exam preparation and test series, which is delivered by Udemy for the candidates who want to master the concepts involved with data science using PySpark to become PySpark developers, and data scientists.

PySpark for Data Science - Beginners online training is a short-term training program that involves 2.5 hours of prerecorded lectures to educate candidates about the fundamental ideas and procedures related to PySpark for data science activities. With PySpark for Data Science - Beginners online course, candidates will be taught about big data, Spark, and Python as well as will be taught about the concept of resilient distributed datasets and other fundamental capabilities and terminologies employed in the particular instance of Spark

Data Science Bootcamp online certification is developed by Board Infinity, a digital learning platform for job seekers and learners to help them realize their true potential to meet their career dreams. The Data Science Bootcamp online course by Board Infinity is designed for those who wish to learn the fundamentals of data science to advance their careers as professional data scientists.

Data Science Bootcamp online classes include more than 20 hours of extensive video-based lectures, as well as exercises and projects, which are included in the classes to assist applicants to get a better grasp of topics such as business analytics, and data wrangling, and data visualization. Applicants will have learned how to use tools such as Python, Pandas, Numpooy, Seaborn, SQL, Tableau, Excel, Jupyter, Matplotlib, and others for diverse data science activities by the end of this course.

An analyst at the Security Operation Center is in charge of all activities that take place within the SOC. Security operations analysts collaborate with security engineers and SOC managers to provide situational awareness by detecting, containing, and dealing with IT threats. SOC analysts investigate and respond to unknown hardware and software flaws. Raghavendra Boya - Certified Security Specialist & Instructor created the Cyber Security SOC Analyst Training - SIEM (Splunk) - [2022] online certification, which is offered through Udemy.

Cyber Security SOC Analyst Training - SIEM (Splunk) - [2022] online course is designed for students who want to certify themselves as well as improve their knowledge and abilities to become SOC analysts by using a practical grasp of networking, cyber security, and the SOC process. SOC Analyst Training in Cyber Security - SIEM (Splunk) - [2022] online classes contain 87.5 hours of extensive video-based lectures which include topics like SIEM, Splunk, logs, dashboards, alerts, incident handling, and threat handling which are important in protecting against cyber threats and keeping sensitive information secure.

Ahmad Ali - Cyber Security Consultant & Cisco Certified Trainer created the FortiGate Firewall Version 6.4 NSE4 Training online certification, which is delivered by Udemy and is designed for learners who want to understand how to install, configure, handle, and troubleshoot FortiGate networks firewalls to become systems administrators and network specialists. The FortiGate Firewall Version 6.4 NSE4 Training online course by Udemy is designed to offer learners the resources they need to pass the NSE 4 network security professional test.

FortiGate Firewall Version 6.4 NSE4 Training online classes contain more than 30.5 hours of extensive study materials, as well as 82 downloadable resources, intending to assist the learner in gaining the skills and experience required to safeguard their firm from some of the most sophisticated cyber threats. This course covers subjects such as access management, high availability, cryptography, CLI commands, and the Diffie Hellman group, as well as how to link internal LAN users to the internet using NAT and how to set up and run the first-time wizard for a fresh FortiGate firewall.

The AWS Technical Essentials Certification Training course will introduce you to the basics of the Amazon Web Services (AWS). It will also include the AWS cloud platform and ensure that you are entirely skilled in identifying AWS vocabularies, ideas, advantages, and deployment alternatives to satisfy your business specifications. 

The AWS Technical Essentials Certification Training course prepares you to operate the AWS management console; learn AWS security devices, storage, and database alternatives; and gain valuable skills in web services, like RDS and EBS. The course, developed in line with the most advanced AWS syllabus, will assist you to be an expert in recognizing and efficiently utilizing AWS services.

The AWS Technical Essentials Certification Training syllabus is divided into 14 different modules; each meant to cater to all the aspects of AWS. Learner flexibility has been kept in mind when designing this course, allowing you to learn at your speed. To make you industry-ready, the course syllabus also offers two industry-based projects using AWS management console.

AWS SysOps Associate Certification Training course is a certification course that helps in ascertaining your skills in managing, utilizing, deploying, and operating vastly scalable systems on the cloud platform of AWS. The course familiarises you with a diverse array of AWS services including computing, extra storage, strong networking, and variant database solutions.

The certification course enables you to gain multi-layered insights while acting in real-time to provide data management solutions through Elastic Block Storage (EBS), Amazon S3, and many more insights.

The AWS SysOps Associate Certification Training online course can help you transfer the on-premise applications to the AWS cloud, and control the data entering and exiting AWS, using effective cost controls, and it gives you a knack for use and control of AWS resources with utmost expertise. With the diverse provisioning methods of AWS, you can deploy cloud resources following customers’ constantly shifting demands, after learning from the AWS SysOps Associate Certification course.

A software architect is a practitioner who is in charge of sophisticated concepts and user interface designs for software applications. They work with other architects or software engineers to assure that the final product meets all of the specifications from the original designs. The Complete Guide to Becoming a Software Architect online certification is developed by Memi Lavi - Senior Software Architect & Consultant, which is delivered by Udemy.

The Complete Guide to Becoming a Software Architect online course comprises more than 5.5 hours of digital lessons that are backed up by 4 articles and 22 downloadable resources that teach applicants the techniques for developing their programming skills, project management skills, and even software design skills to become professional software architects. The Complete Guide to Becoming a Software Architect online classes contains all the concepts regarding the architecture process including requirements, technology stack, component architecture, system architecture, and a lot more.

Machine Learning & Deep Learning in 31.5hrs online certifications is developed by Mario Favaits - Certified AI Professional & Trainer and is offered by Udemy which is designed for those who want to learn the fundamentals of machine learning and deep learning to become certified data scientists. The Machine Learning & Deep Learning in 30hrs online course by Udemy takes a practical approach, using a logical sequence to help participants understand data science and machine learning principles effectively.

As no prior knowledge of coding is required, the Machine Learning & Deep Learning in 30hrs online classes begin with the fundamentals of linear algebra, calculus, and statistics. This course aims to give students a thorough understanding of topics such as artificial intelligence, machine learning, unsupervised learning, neural networks, computer vision, data augmentation, backpropagation, and random forest, as well as various data science tools such as Python, Pandas, Keras, and Colab.

Learning Microsoft Azure for Beginners certification course was developed by Brett Hargreaves, a professional software developer, and teacher, and is made available by Udemy for students who want to develop their technical skills to become Azure architects, which include the ability to install and customise infrastructure, implement workloads and protection, build for the cloud and Azure storage, and incorporate verification and secure data.

Learning Microsoft Azure for Beginners Technologies online course includes 11 hours of prerecorded lectures intended to provide students with the knowledge they need to become Azure solutions experts. With Learning Microsoft Azure Architect Technologies online training, students will be taught about topics like security implementation, networking, IP addressing, routing, and various azure technologies like Azure SQL, Azure Cosmos, Azure CLI, Azure Migration, Azure Active Directory, Azure Powershell and more.

Salesforce Lightning is an element application development platform by Salesforce.com that is intended to bring procedures easier for corporate customers who don't have programming knowledge. Salesforce Lightning is a suite of techniques and services that form the foundation of a massive improvement to the Salesforce1 Platform. Venkata Narasimha Rao Vutla, a Senior Technical Consultant at Salesforce.com, established the Salesforce Lightning Component Development: Aura Framework online certification, which is delivered by Udemy.

Salesforce Lightning Component Development: Aura Framework online course is developed for system administrators who wish to improve their salesforce lightning skills for designing web components. Salesforce Lightning Component Development: Aura Framework online classes include more than 28.5 hours of digital lessons and 27 downloadable materials aimed at explaining the concepts of aura framework, apex code, aura ID declaration, visual force pages, lightning cards, and lightning buttons, among other topics.

Computer networking refers to the connection of desktop computers that can transfer data and share resources. To convey information over physical or wireless technologies, these networked devices employ a set of rules known as communication protocols. Syed Ali - IT Professional & Instructor, Syed Raza - Enterprise Architect & Instructor, and ClayDesk E-learning created the IT Networking Fundamentals For Complete Beginners certification course, which is delivered by Udemy.

IT Networking Fundamentals For Complete Beginners online course is a short-term program that involves 3 hours of video-based learning resources that serves as a basic introduction for students to acquire a foundation in IT networking, including core areas that function within computer networks. IT Networking Fundamentals For Complete Beginners online training covers topics such as OSI models, firewalls, internet protocols, DHCP, TCP/IP, local area networks, wide area networks, network security, and how to implement and support major networking components such as the server, operating system, and clients.

Computer networking refers to the process of wirelessly connecting two or more computing devices to exchange data through the use of network connectivity. The Computer Networking World Bogdan Stashchuk - Software Engineer, MBA, Ph.D., & CCIE designed The World of Computer Networking. Your CCNA starts here certification course, which is delivered by Udemy for learners who want to learn the principles of computer networking and networking devices.

The World of Computer Networking. Your CCNA starts here online classes incorporate more than 14.5 hours of detailed lessons along with 2 articles and learning resources which are intended for learners who want to master the foundational networking concepts to prepare for the CCNA certificate examination and become network engineers and DevOps engineers. The World of Computer Networking. Your CCNA starts here online training covers network masks, IP addresses, MAC addresses, TCP/IP, Ethernet, ARP, NAT, DHCP, UDP, and ICMP as well as how different hosts communicate with one another and how all communication processes are operationally defined.

A computer network, also known as a data network, is made up of several network computers that are capable of sending, receiving, and exchanging data, voice, and video traffic. Terminal users frequently benefit from computer networks for resource sharing and communication. Computer Network: IT Networking Fundamentals 2022 online certification is created by Melbourne Gregory - M.S. & M.B.A, which is offered by Udemy for participants who wish to learn basic networking concepts, configuration, and troubleshooting techniques.

Computer Network: IT Networking Fundamentals 2022 online classes offers 2 hours of prerecorded video-based study materials supported by 7 downloadable resources and quizzes to provide participants with a thorough understanding of the underlying concepts of IT networking. Computer Network: IT Networking Fundamentals 2022 online course participants will learn the fundamentals of networking, including local area networks, wide area networks, OSI models, TCP/IP, wireless networks, network topologies, internet protocol, DNS servers, and more.