List of Online Courses and Certifications

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.

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.

Matthew Fried - Professor created the Discrete Structures, Data Structures, and Algorithms certification course, which is available on Udemy and is designed for students who want to improve their knowledge and expertise in mathematical concepts such as algorithms, data structures, and discrete structures. The goal of the Discrete Structures, Data Structures, and Algorithms online course by Udemy are to help students comprehend all of the mathematics and structures required to perform computing effectively.

Discrete Structures, Data Structures, and Algorithms online classes are designed to provide students with a systematic and comprehensive understanding of the major components of discrete structures, data structures, and algorithm foundations. Students will receive 29 hours of digital downloadable learning materials, as well as 56 downloadable resources, covering topics such as logic, proof, graphs, relations, sequences, series, set theory, graph theory, number theory, euclidean theorem, matrix chain multiplication, hashing, sorting, binary trees, graph math, and more.

Neuro-linguistic programming is the discipline of understanding how individuals arrange their thought, mood, language, and action to generate the results they accomplish. NLP offers individuals a technique to imitate exceptional performances made by geniuses and authorities in their professions. Neuro-linguistic programming is also employed for professional and personal success. 100% Official NLP Practitioner (Assoc) Cert iGNLP™ / ABNLP online certification is developed by Matthew Barnett - NLP, Hypnosis, Neuro-Linguistic Programming coach in association with HeadgearLabs™, which is delivered by Udemy.

iGNLP™ Certified NLP Practitioner (Associate) online course is aimed at candidates who want to understand how to instantly change themselves so they can perform at their best as well as want to master the technique for defining and completing goals quickly and consistently. 100% Official NLP Practitioner (Assoc) Cert iGNLP™ / ABNLP online training contains 29 hours of lectures along with 817 downloadable materials and 24 articles which framework to help candidates build their confidence and become certified NLP practitioners under the iGNLP, and ABNLP standards so they can assist others in doing the same.

Eigenvalues are a unique set of scalar values connected to a system of linear equations that are most likely seen in matrix equations. The characteristic components are another name for the eigenvectors. After applying linear transformations, it is a non-zero vector that can only be altered by its scalar factor. Eigenvectors and Eigenvalues online certification was developed by Ortal Arel, a certified instructor, and is made available through Udacity.

Eigenvectors and Eigenvalues online course highlights the essential technical abilities that employers seek in their employees and is geared at individuals who want to learn how technology is changing industries. Eigenvectors and Eigenvalues online training covers topics like linear transformation, characteristic equations, matrices, and principal component analysis in addition to teaching people how to compute the eigenvalue and eigenvector and explaining how they are useful and interesting when used in machine learning applications.

A unique class of machine learning algorithms called artificial neural networks is based on how the human brain processes. ANN can learn from the data and produce outputs in the manner of forecasts or categorization, much like the neurons in our nervous system can do. The Deep Learning A-Z 2024: Neural Networks, AI & ChatGPT Prize online certification was created by data scientist Kirill Eremenko, AI entrepreneur Hadelin de Ponteves, and the Ligency Team, which is available on Udemy.

Deep Learning A-Z 2024: Neural Networks, AI & ChatGPT Prize online course is intended for learners interested in understanding the more advanced principles of deep learning and machine learning, including logistic regression and linear regression. With Deep Learning A-Z™: Hands-On Artificial Neural Networks online classes, learners will be provided with 22.5 hours of videos along with 38 articles and 5 downloadable resources which explain the functionalities of tools like TensorFlow and PyTorch as well as discuss the strategies involved with ANN intuition, CNN intuition, RNN intuition, and SOM intuition.

Neural networks, which help compensate for deep learning models, are typically built in a sequence of increasing the scale and abstraction. Neural networks are developed from a group of interconnected components that, like the synapses in the brain, can communicate with one another to function as interconnecting brain cells and understand and make decisions more like human beings. The Neural Networks in Python: Deep Learning for Beginners certification course is offered by Udemy and was designed by Start-Tech Academy, an institution of higher learning with over 160 locations worldwide.

Neural Networks in Python: Deep Learning for Beginners online course includes 9.5 hours of study material along with 4 articles, downloadable resources, practice exercises, assignments, and quizzes that revolve around topics like artificial neural networks, data processing, data manipulation, and statistical computation. Neural Networks in Python: Deep Learning for Beginners online classes also explain the functionalities of tools like Python, Keras, Tensorflow, Pandas, Numpy, and Seaborn to create neural networks for deep learning operations.

Learn By Example: Hadoop, MapReduce for Big Data Problems certification course is designed by Loony Corn, a global e-learning platform with ex-Google, Stanford, and Flipkart team members, and is made available by Udemy for individuals looking to create sophisticated distributed computing applications to process large amounts of data using the capabilities of Hadoop and MapReduce. Learn By Example: Hadoop, MapReduce for Big Data problems online course aims to provide participants a hands-on introduction to Hadoop from the very beginning.

Learn By Example: Hadoop, MapReduce for Big Data problems online classes include more than 13.5 hours of video-based lessons accompanied by 112 downloadable study materials and articles that cover topics like parallel thinking, performance tuning, natural language processing, cluster management, serial computing, distributed computing, collaborative filtering, k-means clustering, as well as teach about the techniques to use VMs and the Cloud to build their clusters.

In web analytics, conversions are essentially actions that a user identifies as being beneficial to their company. Incorporating web analytics, usability testing, and conversion rate optimization can significantly increase a company's customer base and profitability. Scale Your Business With Web Analytics & Conversion in 2022 online certification is developed by Christine Maisel - Helping Web Design & SEO Startups, which is presented by Udemy for learners who wish to optimize their website for visitors to raise web-based business revenue.

Scale Your Business With Web Analytics & Conversion in 2022 online classes offer 5 hours of thorough training materials supported by 13 articles and 4 downloadable resources that teach learners how to develop an intended objective for a business that they can supervise, evaluate, and enhance as well as demonstrates them how to start monitoring their business objectives using Google Analytics. By the end of the Scale Your Business With Web Analytics & Conversion in 2022 online training, learners will leave with a new perspective on how to build a site and make strategic improvements to it.

Microsoft Clarity is a freeware user behavior analytics program that uses activity records and heatmaps to show its users how visitors are interacting with their website. Clarity emphasizes the customer experience to assist businesses in learning more about how customers are utilizing their websites. Microsoft Clarity for Web Analytics: A-Z Complete Tutorial online certification is created by Prince Patni - Software Developer, which is offered by Udemy.

Microsoft Clarity for Web Analytics: A-Z Complete Tutorial online training aims to help the candidates how to utilize Microsoft Clarity to understand the current user experience and acquire valuable insights for their website. Microsoft Clarity for Web Analytics: A-Z Complete Tutorial online course provides an hour's worth of video-based learning materials, along with articles that cover team management, web analytics, and various capabilities including path filters, custom tags, recording, and heatmaps.

Software programs called database management systems have been used to collect, access, and access information. People can create, retrieve, modify, and erase data in databases using a DBMS, which acts as an interface between them and the databases. Data can be changed or downloaded by users and other applications because of DBMS, which controls the database, the database engine, and the database design. Database Management System (DBMS) & SQL: Complete Pack-2022 online certification is developed by Atchyut Kumar - Professional GATE CS & IT Faculty and is offered by Udemy.

Database Management System (DBMS) & SQL: Complete Pack-2022 online course is designed for participants who are interested in learning about the methodologies utilized in data security, concurrency, data integrity, and standard database administration practices. With Database Management System (DBMS) & SQL: Complete Pack-2022 online classes, participants will be provided with 16 hours of prerecorded resources that discuss topics like database design, relational database design, database management, normalization, database indexing, concurrency control and teaches them to organize, maintain and retrieve efficiently and effectively any information from a DBMS.

The technique of merging data from multiple sources into a unified, cohesive perspective is known as data integration. Filtering, ETL modeling, and transformation are a few of the phases that make up the integration, which starts with the ingestion process. Analytics technologies can finally create useful, actionable business knowledge thanks to data integration. John Berry Technology & Supply Chain Executive developed the Data Integration Fundamentals online certification, which is delivered by Udemy.

Data Integration Fundamentals online training seeks to help participants be more effective in their existing employment by assisting them in developing the skills required to take part in data integration projects. Data Integration Fundamentals online course contains 3 hours of video-based sessions accompanied by 27 downloadable resources which explain the concepts and techniques involved with data warehousing, database integration, data lakes, application integration, and B2B integration. By the end of the course, participants will have mastered the knowledge of how data integration may be utilized to enhance business outcomes

The technology that is being used to administer databases and this software is called a database management system. A database management system (DBMS) offers an interface to carry out several functions, including database design, data storage, data upgrading, table manufacturing, and database security and protection. Vignesh Sekar, a software engineer, and computer science instructor, designed the Database Management System from Scratch - Part 2 certification course, which is made available by Udemy.

Database Management System from scratch - Part 2 online classes are intended for individuals who are searching for a thorough learning program to enable them to get an understanding of the methods and strategies for managing databases utilizing database management systems. Database Management System from scratch - Part 2 online training includes 9 hours of video-based resources along with articles that cover topics like database normalization, database decomposition, relational algebra, JOIN operations and much more to clear the exams like GATE, ISRO, and PGEE.

The Complete SQL and Databases Bootcamp: Zero to Mastery [2022] certification course is created by Andrei Neagoie, the founder of zerotomastery.io, Mo Binni, a solution architect and instructor, and Zero To Mastery, a learning platform with courses for in-demand skills, and is offered through Udemy, which is intended for learners who want to study modern SQL and database principles to become web developers, ML engineers, or business analysts.

Complete SQL and Databases Bootcamp: Zero to Mastery [2022] online classes begin from the very beginning by teaching the learners SQL and database fundamentals and then progressing into advanced topics to help them make decisions and deal with any data in their organization. Complete SQL and Databases Bootcamp: Zero to Mastery [2022] syllabus aims to provide learners with a practical understanding to guide them about the techniques used to deal with databases and SQL, scale databases, manage them, and even additional material on handling big data, utilizing Redis for caching and connecting PostgreSQL to a Node.js server.

BigQuery, a petabyte-scale, a moderate enterprise data warehouse for analytics from Google, enables users to process our big datasets dynamically. PostgreSQL is one of the most powerful, open-source relational database systems that has earned its reputation because of its dependability, feature strength, and efficiency Google BigQuery & PostgreSQL: Big Query for Data Analysis online certification is created by Start-Tech Academy, an educational platform serving in more than countries, which is offered by Udemy.

Google BigQuery & PostgreSQL: Big Query for Data Analysis online course is intended for candidates who want to have a thorough understanding of all the theories and techniques in SQL and Google BigQuery that are beneficial for doing data analysis in organizations. Candidates will receive more than 11.5 hours of prerecorded lectures with the Google BigQuery & PostgreSQL: Big Query for Data Analysis online classes, in addition to 7 articles and 5 downloadable resources that cover topics like data analysis, data visualization, SQL commands, subqueries, string functions, mathematical functions, and more.

Relational databases utilize a special language SQL or Structured Query Language. A group of tables in a SQL database is used to hold a particular group of structured information. The backend company's verified workhorse for many years, the SQL database is at the core of all people do in this internet world. Pradnyankur Nikam, a freelance web developer, and instructor designed the SQL Tutorial: Learn SQL with MySQL Database certification course, which is made available through Udemy.

SQL Tutorial: Learn SQL with MySQL Database -Beginner2Expert online course is designed for students who wish to study the fundamentals of SQL's principles and techniques and how to use the MySQL command line client tool's structured query language instructions. SQL Tutorial: Learn SQL with MySQL Database online classes, which include 12.5 hours of digital lessons and 14 downloadable resources, are designed to provide students with a solid understanding of the potent technology that can be used to create several applications, including mobile, desktops, and web applications

MySQL is a free and open-source relational database management system.  This indicates all of this for WordPress websites, it aids the operator in storing all of their blog articles, subscribers, application statistics, etc. It is relational because it saves that data in a separate table and links it with variables. The Vertex Academy Team of Developers & Bootcamp Instructors created The Complete MySQL Bootcamp: From SQL Beginner to Expert-2022 online certification, which is provided by Udemy.

The Complete MySQL Bootcamp: From SQL Beginner to Expert-2022 online training offers 9 hours of prerecorded lectures that are jam-packed with tonnes of articles, downloadable materials, and exercises to help applicants advance quickly. The Complete MySQL Bootcamp: From SQL Beginner to Expert-2022 online course aims to help the applicants acquire the expertise to be able to work with database management systems like MySQL which could also be applied to virtually any other database management system.

The strongest security and privacy regulation on the planet is the general data protection regulation. Despite being developed and adopted by the European Union, it imposes duties on enterprises worldwide and imposes severe fines on anyone who disobeys its security and privacy requirements. Robert Sullivan, a business academic, entrepreneur, and coach to CEOs, designed the Complete GDPR, GDPR Certification, data protection, privacy online course, which is made available through Udemy.

Complete GDPR, GDPR Certification, data protection, privacy online training is aimed at learners who are interested in mastering the concepts associated with data protection and compliance with data security. Complete GDPR, GDPR Certification, data protection, privacy syllabus provides 2.5 hours of videos along with articles, downloadable study materials, assignments, and case studies which provides a deeper understanding of the topics like data processing, data profitability, data profiling, data subjects, personal data and more.

Big Data Processing is the grouping of approaches or concepts that makes it possible to acquire huge amounts of data and extract insightful conclusions from it. Data collection and cleaning are always the first stages in the big data processing. Once accurate data has been collected, users can go on to analyze it statistically or create prediction models using machine learning. The Packt Publishing - Tech Knowledge in Motion, created the Learning Apache Storm for Big Data Processing certification course, which is made available through Udemy.

Learning Apache Storm for Big Data Processing online training is intended for candidates who are serious about learning the methods and concepts of big data processing to work as data engineers or Java programmers. By the end of the Learning Apache Storm for Big Data Processing online classes candidates will have developed the skills and knowledge necessary to build scalable storm applications while laying a solid foundation for Apache Storm and the legitimate processing paradigm.

Apache Storm is open and free access distributed real-time computation platform, that is used for real-time processing of everything Hadoop achieved for batch systems by making it simple to safely process unlimited streams of data. Apache Storm is easy to use, compatible with all programming languages, and a wonderful experience. Learn By Example: Apache Storm online certification was designed by Loony Corn, a team of ex-Google, Stanford, and Flipkart employees, which is provided by Udemy.

Learn By Example: Apache Storm online training is developed for individuals who are looking for a practical training program that could help them master the principles and strategies involved with Apache Storm using real examples. With Learn By Example: Apache Storm online classes, individuals will be provided with 4 hours of digital sessions supported by 15 downloadable study materials which cover topics like application development, data processing, stream processing, distributed processing, grouping, parallelism, transformations, ML algorithms and more.

Apache Storm is a widespread, fault-tolerant, accessible computing system. Using Apache Hadoop, users may utilize Storm to analyze streams of data in real-time. Additionally, storm solutions may ensure data processing and allow for the playback of data that was not even correctly processed the very first time. The Complete Apache Storm Tutorial for Beginners certification course was designed by Tutorial Drive - Software Professional and is offered through Udemy.

The Complete Apache Storm Tutorial for Beginners online classes provides 1.5 hours of video-based lectures accompanied by 2 articles that aim to assist the participants in acquiring the knowledge of the fundamental concepts of Apache Storm. The Complete Apache Storm Tutorial for Beginners online course focus on providing a comprehensive understanding of the connection like distributed messaging, big data, data processing, data streaming, topology, storm cluster, and more.

Big data streaming is a methodology that efficiently processes large amounts of data to produce insightful information. The data in movement is the information that is processed. Big data streaming is preferably a speed-focused technique that processes data in a steady flow. Ganapathi Devappa, a Cloud & Big Data Specialist, created the Hands-on big data streaming with Apache Storm online certification, which is provided through Udemy.

Hands-on big data streaming with Apache Storm online course provides 6 hours of in-depth video lectures that are supplemented by 9 articles and 8 downloadable materials, which is designed for learners who wish to get the knowledge necessary to build stream processing apps using Apache Storm. Hands-on big data streaming with Apache Storm online classes put a strong emphasis on teaching learners how to write Apache Storm programs in Java and interfaces for obtaining data from Twitter and tools such as Kafka, processing it in Storm, and saving it to tables in Cassandra or documents in HDFS.

Python offers a more open-ended approach to data science, whereas R programming is mostly utilized for statistical research. Data analysis and statistics are the main goals of R programming, whereas production and deployment are the main goals of Python. Data Science with R and Python | R Programming certification course is developed by Oak Academy, a learning management system that also offers courses in IOS, Android, Ethical Hacking, IT, Web & Mobile Development, and is made available by Udemy.

Data Science with R and Python | R Programming online course involves 13 hours of prerecorded lectures accompanied by 4 articles and 9 downloadable resources, which is designed for the participants who wish to become certified data scientists by learning the features of Python and R programming. Data Science with R and Python | R Programming online training explains the topics like data visualization, data munging, data analysis, data manipulation, business analytics, data transformation, data frames, Pandas, Numpy, Matplotlib, and more.

Both Python and R are fantastic languages for performing data analysis. Additionally, they are both excellent for those who have never programmed before. Fortunately, there are a variety of resources and materials available to assist people along the path, regardless of whatever language they decide to learn originally. Piyush S, a data scientist, engineer, and project manager, designed the Data Analysis using Python and R for Absolute Beginner[2022] online certification, which is provided by Udemy.

Data Analysis using Python and R for Absolute Beginner[2022] online classes incorporates more than 12.5 hours of detailed lectures supported by articles, 36 downloadable resources, assignments, and case studies on bank marketing, uber supply demand, car datasets, and more. Data Analysis using Python and R for Absolute Beginner[2022] online training provides a deeper comprehension of the fundamentals of Python and R programming for data analysis operations, which also covers topics like data visualization, exploratory data analysis, website scraping, data extraction, and data cleaning.

Unix commands are built-in scripts that can be used in a range of methods and are dynamically operated from a Unix terminal. A graphical software called a Unix terminal uses a shell program to provide a command-line interaction. Pradeep D, a programmer, data engineer, and instructor, designed the Unix Command Course for Beginners certification, which is offered through Udemy.

Unix Command Course for Beginners online course is meant for learners who wish to master the fundamentals of the Unix operating system and commands so they may work in a Unix environment and become skilled Unix developers and automation testers. With Unix Command Course for Beginners online classes, learners will be provided with more than 2.5 hours of detailed learning resources which cover topics like columnar data, Linux command, Unix commands, compression method, archival method as well as will be taught about various commands like TAR, ZIP, GREP, SORT, AWK, and SED.

With the help of object-oriented programming and physical modeling used across the software development process to direct customer involvement and customer satisfaction, object-oriented analysis and design is a technological method for analyzing and developing an application, system, or company. Advanced Object Oriented Analysis of Hard Problems using UML online certification is created by Per Emanuelsson - Business/Software Architect & Entrepreneur, which is offered by Udemy.

Advanced Object Oriented Analysis of Hard Problems using UML online classes offers more than 9.5 hours of detailed learning resources accompanied by articles that seek to educate learners on everything they need to know about the unique strategy of object-oriented conceptual modeling. Advanced Object Oriented Analysis of Hard Problems using UML online course discusses topics like conceptual analysis, concept mapping, workshop facilitation, unified modeling language, and many more.

A psychological strategy called neuro-linguistic programming comprises studying the methods employed by intelligent individuals and using them to further one's objectives. NLP connects knowledge, language, and behavior patterns acquired through experience to particular results. The Priority Academy Ltd. and Graham Nicholls, an emotional and behavioral therapist, collaborated to create the NLP Practitioner & NLP Master Practitioner Cert (ACCREDITED) online training, which is provided by Udemy.

NLP Practitioner & NLP Master Practitioner Cert (ACCREDITED) online syllabus involves more than 18.5 hours of lectures, 29 articles, and 219 digital resources make up the syllabus, which enables applicants to learn everything from the fundamentals of NLP to more advanced NLP tools, techniques, and strategies to assist both themselves and others in achieving change in their lives. NLP Practitioner & NLP Master Practitioner Cert (ACCREDITED) online classes also explain the concepts associated with topics like association, dissociation, anchoring, meta-program, meta-model, language pattern, swish pattern, and much more

The art of data storytelling involves effectively conveying insights from a dataset through stories and visualizations. It has the potential to motivate your audience to take action by putting data insights into context. Data storytelling makes the data come to life and makes sure the message it is delivering is important and pertinent. Joshua Brind0ley, a data visualization expert, designed the Data Storytelling and Data Visualization [2022] online certification, which is provided by Udemy.

Data Storytelling and Data Visualization [2022] online training contain more than 5.5 hours of lectures supported by 2 articles, 3 downloadable resources, and assignments geared toward participants who want to produce impactful data communications and data visualizations for data analytics and data science. Data Storytelling and Data Visualization [2022] online classes discuss topics like data storytelling, data graphs, data visualization, visual design, graph design, narration, and more to drive response with data-driven judgments.

Data storytelling is the art of using narratives and visualizations to effectively convey insights from a dataset. It could be used to put data and insights into the frame of reference and motivate your audience to act on them. How to tell a story with data certification course is created by Mike X Cohen - Neuroscientist, writer & professor, which is offered by Udemy for applicants who are willing to develop their skills in storytelling using data to advance in their professional careers.

How to tell a story with data online training provides 1.5 hours of virtual lessons along with 2 articles, downloadable resources, and quizzes that aim to help the applicants how to engage their audience and help them remember the key points of their data graphs. How to tell a story with data online course covers topics like data stories, data storytelling, and presentation as well as discusses the methodologies and concepts involved with the 5 stage arc of storytelling.

CouchDB is a closely packed database that enables users to operate a single database application server on any number of computers or virtual machines. Without changing any APIs, a CouchDB cluster outperforms a single-node configuration in terms of capacity and high availability. Gregory (Mad Pink) Miller, an IT expert, and developer, developed the Understanding CouchDB 3: Learn Basic & Advanced NoSQL Skills certification course, which is made available by Udemy.

Understanding CouchDB 3: Learn Basic & Advanced NoSQL Skills online training is targeted at students who already have a working knowledge of conventional databases and wish to learn the more complex ideas related to CouchDB and NoSQL. Understanding CouchDB 3: Learn Basic & Advanced NoSQL Skills online classes explains the concepts involved with design documents, query data, mango query system, clustering, and replication as well as will be taught about various versions of CouchDB.