List of Online Courses and Certifications

SOLID is an abbreviation for Robert C. Martin, commonly known as Uncle Bobinitial's five object-oriented design principles. These guidelines define best practices for creating software while taking into account maintenance and extension as the project expands. Sujith George, a software engineer, and instructor developed the SOLID Principles: Introducing Software Architecture & Design certification course, which is offered by Udemy.

SOLID Principles: Introducing Software Architecture & Design online training is s short terms program that involves 2 hours of video-based lessons which assist participants in learning better design and writing quality code to develop software. With SOLID Principles: Introducing Software Architecture & Design online classes, participants will be provided taught about concepts like identity violation, dependency injection, coupling, cohesion, interface segregation, dependency inversion, Liskov substitution, single responsibility, and much more.

The Python Certification Course covers the basics of Python and teaches you how to apply it to real-world situations. The curriculum comprises modules, lesson-end projects, and assignments covering data operations in Python, conditional statements, strings, web scraping, error handling, shell scripting and Django - the commonly used Python web framework. 

With a hands-on development experience, this course will help the candidates prepare for an exciting career as a professional Python programmer. The Python Training Course by Simplilearn contains various features like course-end projects and knowledge checks at the end of every lesson. 

This is an online learning program designed by industry experts. The learners can choose either the blended learning model that offers 90 days of flexible access to online classes and several live online classrooms, or the self-paced learning model if they wish to study according to their preferred speed. 

Moreover, there is also an option for corporate training so that businesses can train their employees. The candidates will get an industry recognised certificate on completion of the course. 

The Python Mega Course 2022: Build 10 Real-World Programs online certification is a course that uses a practical learning technique for programming that has shown to be immensely effective among thousands of students who have completed the course, built their own applications, and even found a Python job as a result. The Python Mega Course 2022: Build 10 Real-World Programs certification course is developed by Udemy Inc., an online course provider aimed at professionals and students.

The Python Mega Course 2022: Build 10 Real-World Programs syllabus is focused on mastering Python through the creation of 10 real-world programmes that range in complexity from simple to advanced. Students are guided through the ten apps using a combination of videos, coding exercises, quizzes, code notebooks, cheat sheets, and limitless support from the instructor and teaching assistant in the course forum. Learners will be invited to join their Discord server, where they can speak with fellow learners, take part in code challenges, and help them to remain on track and inspired. To join the course, candidates must enrol themselves in the course by paying a one-time registration fee of Rs. 3,499 through any online mode of payment.

Complete Python Bootcamp from Zero to Hero in Python certification course is the most extensive, but accessible, Python programming language course available on Udemy. The course is for candidates who have never programmed before, know the basic language, or want to learn about Python's advanced capabilities. 

Complete Python Bootcamp from Zero to Hero in Python online course is developed by Udemy Inc., an online course provider aimed at professionals and students. The course aims at the usage of Python, a very sophisticated programming language that is utilised in a wide range of applications.

Complete Python Bootcamp from Zero to Hero in Python syllabus will help to learn Python in a realistic way, with a full coding session and a related code notebook. Candidates will understand how to use Python to perform real-world tasks including dealing with PDF files, sending emails, reading Excel files, scraping websites for information, and far more just by enrolling themselves in the course.

Learn Python Programming Masterclass online course will focus on the usage of the Python programming language and learning the skills and using them in developing and programming purposes. Learn Python Programming Masterclass certification course is developed by Udemy Inc., an online course provider aimed at professionals and students.

Python is among one of the most used programming languages on the planet, with big firms like Google using it in mission-critical services like Google Search. Python is also the most widely used programming language in the fields of data science, machine learning, and artificial intelligence.

Learn Python Programming Masterclass course is designed for absolute beginners who have never programmed before, as well as professional python programmers who want to polish their skills and broaden their career prospects. The course content is focused to help the learners develop the skills and make them prove their worth in the eyes of the employers. So, take a step forward in broadening your career opportunities by enrolling yourself in the course.

The 100 Days of Code: The Complete Python Pro Bootcamp certification course was designed over the course of two years, including extensive testing and feedback from learners and has been updated to provide the latest content to help the learners master the most up-to-date tools and techniques which are utilised by huge corporations like Apple, Google, and Netflix. 

100 Days of Code: The Complete Python Pro Bootcamp online course is developed by Udemy Inc., a provider of online courses for both professional python programmers and beginners. The course is taught by the head lecturers of London’s top in-person programming Bootcamp, the App Brewery.

The 100 Days of Code: The Complete Python Pro Bootcamp syllabus involves dozens of real-world projects as well as excellent animated instructional videos to help the candidates develop programmes like Tinder auto swiper, Snake games, Blog Website, Linked Auto Submit Job Application. 

The Python Programming from Basics to Advanced certification course was established by Rahul Tiwari - Professional Data Scientist & Trainer and is offered on Udemy to help students gain the basic skills and knowledge in Python programming to help them land high-paying developer roles. The Python Programming from Basics to Advanced online course by Udemy focuses on teaching Python in a hands-on approach, with each session accompanied by a full code video and a programming journal.

Python Programming from Basics to Advanced online classes begin with basic Python concepts such as strings, operators, functions, and flow control before moving on to more advanced topics such as object-oriented programming, exception handling, database integration, and regular expressions. This course covers not only Python but also data science principles such as feature scaling, encoding, missing value treatment, and outlier treatment, as well as Python-based data science tools such as Pandas, Numpy, Seaborn, and Matplotlib.

GetSkilled Org - Software Engineer, Educator, and Teacher created the Mastering 4 critical SKILLS using Python certification course, which is available on Udemy and aimed at anyone who intends to improve their critical skills by coding in Python programming. Mastering 4 critical SKILLS using Python online course by Udemy focuses on helping individuals improve four major skills: programming, problem-solving, design, and project building.

Mastering 4 critical SKILLS using Python online classes incorporates over 28.5 hours of lessons, as well as 7 articles, 69 downloadable materials, coding exercises, and quizzes, all of which help individuals gain a practical understanding of python programming principles.  With this course, individuals will be taught about syntaxes, lists, tuples, objects, classes, functions, loops, operators, recursive functions, object-oriented programming, debugging, polymorphism, inheritance, and operator overloading, and many others.

Python is a programming language that supports multiple paradigms. Object-oriented and structured programming are fully supported, and many of their features, including metaprogramming and meta objects, support functional programming and aspect-oriented programming. Many other paradigms, such as design by contract and logic programming, are supported by extensions. Python manages memory with dynamic typing, reference counting, and a garbage collector that can detect cycles. Late binding uses dynamic name resolution to bind method and variable names during runtime.. Its design lends itself to functional programming in the Lisp tradition. It supports filtering, mapping, and reducing functions, as well as list comprehensions, dictionaries, sets, and generator expressions. Two modules, itertools, and functions in the standard library implement functional tools borrowed from Haskell and standard M. Learn Python: The Complete Python Automation Course! certification is made available by Udemy to candidates who want to obtain a thorough comprehension of Python.

Learn Python: The Complete Python Automation Course! online training includes 5.5 hours of video and a digital certificate upon course completion.

Learn Python: The Complete Python Automation Course! Online classes consist of an introduction to python programming, file, string manipulation, regular expressions, debugging, web scraping, selenium, excel, and word manipulation

The Certified C Developer programme assesses the applicants as per industry needs for knowledge in C programming language. The programme checks the applicants on different areas in C programming language including recursion, functions, pointers and more.

This Certified C Developer programme is designed for programmers and developers of software who want to succeed in the software industry. 

Already employed professionals can also enrol for the programme, for further development in their career. In today's competitive job market, gaining Vskills Certified C Developer programme certification will help applicants increase their work prospects by distinguishing themselves. Applicants will be able to demonstrate their advanced skills and by that will make higher earnings.

Since the employment opportunities are greater in the industry the Certified C Developer programme will be very useful for all the applicants. Vskills certifications always have a position in career successes. Enrolling in this programme at Vskills will be a great decision in everyone’s career.

Data Structures & Algorithms Using C++, C, and Python online certification is developed by Atchyut Kumar Professional GATE CS & IT Faculty and is offered by Udemy and is targeted at applicants who are interested in understanding the concepts of data structures and algorithms. Data Structures and Algorithms with C++, C, and Python online course by Udemy employs programming languages like Python, C, and C++ to prepare students to work as highly compensated web developers.

Data Structures & Algorithms Using C++, C, and Python online classes spread over 44 hours which include more than 200 hundred prerecorded lectures along with 37 downloadable resources and assignments involving topics like data structures like arrays, and queues, stacks, linked lists, trees, and graphs. This course also teaches about algorithms including asymptotic notations, greedy method, dynamic programming, time complexity calculations, sorting & searching algorithms, and more.

Certified Blackberry Apps Developer course by V Skills is best suited for those who wish to learn how to design and code scalable mobile applications for Blackberry smartphones. The training focuses on building and coding Blackberry apps and tests candidates on their knowledge of the framework, layout, packaging, UI design, and publishing of an application. 

Moreover, students can develop expertise in the development of Blackberry applications with the help of the V Skills Certified Blackberry Apps Developer training programme. The course covers topics like user interface, graphics, handling events, and MIDP framework to provide a comprehensive understanding of app development for Blackberry phones. It begins by explaining the process and platform of Blackberry app development and then touches upon the advanced topics. 

Upon completion of the Certified Blackberry Apps Developer certification programme, Vskills will award students with a specialised government certificate that is industry-recognized. Participants can also adorn their professional profiles with VSkills certified’ tags so that recruiters can distinguish your expertise in this competitive industry.

The Vskills Certified Facebook Apps Developer Course allows learners to master the areas in application development, which includes registration, planning, integration, and configuration of Facebook. The training offers an understanding of using application programming interface (API) and software development kit (SDK) tools for different programming languages.

Candidates gain expertise in the social media application development on Javascript, iOS, PHP, Android, and Swift with the Certified Facebook Apps Developer online programme. 

Vskills provides a hard copy of the study material, delivering it right at your postal address. Students who want to enrol in the certification course should have a working knowledge of PHP, the server-side scripting language extensively used for web development.

Students must partake in an online assessment after completing the curriculum to receive a government certification with lifelong validity. Vskills equips the candidates with sample questions, mock tests, and comprehensive learning resources to assist them in clearing the examination. 

Besides, learners also get “Vskills Certified” on the in-demand hiring web portals like Monsterindia.com and Shine.com. The online Certified Facebook Apps Developer training course significantly improves the earning potential and job portfolio of the participants.

The Certified iPhone Apps Developer programme offers thorough learning content about developing and integrating apps for Apple Inc’s famous smartphone line, iPhone. It uses the iOS mobile operating system. The curriculum includes concepts such as iPhone framework, iOS features, screen layout, iOS development, UI design, packaging, C, Swift, and more.

The Vskills Certified iPhone Apps Developer training course comprises five modules and aims to teach you how to build, execute, debug, test, distribute, and publish applications on the iPhone. Moreover, the students receive an industry-recognised government certification and “Vskills Certified” tags on Monsterindia.com and Shine.com job profiles after finishing the curriculum. Vskills provides candidates with comprehensive practice tests, sample papers, and mock tests to help students to clear the course-end test.

Students who want to register for the Certified iPhone Apps Developer online programme must have a fundamental knowledge of Objective-C and Macintosh. The training equips candidates with in-demand skills. Certified individuals will land lucrative job opportunities with companies like Capgemini, Mindtree, Deloitte, Sharekhan, US Technology International (UST Global), Eli research, and more.

The Vskills Certified Twitter Apps Developer Course provides you with all the essential knowledge to excel in social media application development. The popular social networking and micro-blogging platform, Twitter finds extensive use in marketing. The training will familiarise candidates with the evolution and growth of Twitter and mainstream terminologies used on the website.

The online Certified Twitter Apps Developer course will train you in registering and integrating Twitter apps. Easy to apply, this certification training offers the option of taking an online exam so that you can get your certificate anywhere, anytime. The programme curriculum includes concepts like Twitter API parameters, advanced application operations, access, and authorisation processes.

Certified Twitter Apps Developer training programme by Vskills consists of many features like tutorials, practice tests, sample chapters, and a hard copy of the syllabus for a well-rounded learning experience. This skill-based training offers opportunities for higher earning potential. Students can schedule the time and date of the exam as per their comfort.

The Complete iOS 11 & Swift Developer Course - Build 20 Apps online certification was designed by Rob Percival - Web Developer &Teacher, Nick Walter - Mobile & Web Developer, and Codestars by Rob Percival and is available on Udemy for learners who want to develop iOS applications but lack the necessary skills and experience. The Complete iOS 11 & Swift Developer Course - Build 20 Apps online classes focus on offering online learning tools that assist learners to gather intelligence that allows them to develop abilities for programming applications for the iOS platform from scratch using the functionalities of iOS 11, Swift 4, and Xcore 9.

The Complete iOS 11 & Swift Developer Course - Build 20 Apps online training is an extensive training program designed to teach a practical understanding of topics such as core data, JSON data, API development, animations, and user annotations. This course also teaches how to create 20 distinct iOS applications such as Instagram, Uber, Tinder, Snapchat, Bluetooth discovery application, flabby bird, and many more.

iOS 11 & Swift 4 - The Complete iOS App Development Bootcamp certification course is developed by Dr. Angela Yu - Developer & Lead Instructor and is presented by Udemy which is meant for those who lack the knowledge and expertise to upgrade to the iOS 13 MacOS Catalina. iOS 11 & Swift 4 - The Complete iOS App Development Bootcamp online course by Udemy focuses on offering materials to help people learn how to code in Swift 4 and create attractive iOS 11 applications for the ios devices.

iOS 11 & Swift 4 - The Complete iOS App Development Bootcamp online classes comprise 49 hours of recorded video lectures, as well as 104 articles and 26 downloadable resources on topics like machine learning using CoreML, augmented reality using ARKit, Xcode 9, sideloading, typography, app analytics, app store optimization, creating UI/UX design and Firebase. Individuals will have a portfolio of 20 unique iOS applications by the end of the course, including a WhatsApp clone, weather app, story app, music app, Bitcoin price tracker, Pokemon go clone, and more.

Maximilian Schwarzmüller - Professional Web Developer & Instructor has developed the Vue - The Complete Guide (incl. Router & Composition API) certification course which is delivered by Udemy for the students who want to acquire the competencies and knowledge in the key principles of Vue for building applications. Vue - The Complete Guide (incl. Router & Composition API) online course focuses on teaching how to design outstanding, dynamic web applications from scratch using the newest version of Vue.JS.

Vue - The Complete Guide (incl. Router & Composition API) online classes cover all of the fundamentals and advanced topics, such as combining the composition API with Vue 3, integrating animations and transitions into applications, authentication, the Vue CLI, and a comparison of Vue 3 with vanilla javascript. This course teaches students how to develop a find a coach application from the ground up, as well as how to construct both single-page and double-page applications using Vue.js, through the use of a real-world project.

The iOS14 Tinder-like Dating application with Firebase & Swift certification course was created by David Kababyan - Multimedia Developer in collaboration with iOSDev School and is available on Udemy for learners who wish to gain practical iOS development skills. The iOS14 Tinder-like Dating application with Firebase & Swift online course teaches the principles and functionalities of tools such as iOS 14, Swift 5, and Xcode 12 to assist students in developing iOS applications.

iOS14 Tinder-like Dating application with Firebase & Swift online classes contains 31 hours of video-based lectures, essays, and 4 downloadable resources that cover both fundamental and advanced topics such as Firebase, data structure, and web messaging, user authentication, and other development tools. This course not only covers the concepts and principles but also guides students through the development of real-world projects such as Tinder. Students will also be able to design push notifications and chat view controllers for applications.

Ionic is among the most interesting and rapidly expanding technologies available today, allowing users to create cutting-edge native mobile applications for ios and Android, as well as Progressive Web Applications (PWAs) utilizing single codebase languages like HTML, Javascript, and CSS. Nikhil Agarwal Professional Web & App Developer authored the Ionic 7+ From Beginner to Advanced - Build Food Delivery App certification course, which is accessible on Udemy.

Ionic 7+ From Beginner to Advanced - Build Food Delivery App online course begins with the fundamentals of Ionic 7+ and progresses to more sophisticated topics such as state management and seeding data, all while emphasizing a hands-on approach. By the end of the Ionic 7+ From Beginner to Advanced - Build Food Delivery App online classes, learners will be able to construct native apps for both iOS and Android utilizing Angular and the powerful capabilities that Ionic 7+ provides together including Capacitor.

IBM Integration Bus is an enterprise application integration technical solution, which offers universal connectivity throughout enterprise systems, programs, and data by providing a full set of seamless integration on a flexible, accessible, high-performance platform. Prashanth Kumar, an IBM Integration Bus developer, created the IBM Integration Bus v10 application development certification course, which is available on Udemy for students who wish to learn how to use the IBM Integration Bus application development methods.

IBM Integration Bus v10 application development online course is a self-paced training program that includes 29 hours of digital sessions and 2 articles that educate about ESQL programming, database interaction, ODBC connectivity, DFDL modeling, event monitoring, exception handling, and other topics related to the IBM integration bus. By the end of the IBM Integration Bus v10 application development online training, students will learn how to integrate applications that run on distinct and similar platforms.

The Complete iOS 10 & Swift 3 Developer Course certification was prepared by Codestars by Rob Percival in collaboration with Rob Percival - Web Developer & Teacher and is available on Udemy for students who wish to learn how to develop iOS apps using tools like Swift 3, iOS 10 and Xcode 8. The Complete iOS 10 & Swift 3 Developer Course online classes include everything students need to know, including how to download the software and get began developing, as well as how to apply to the app store.

The Complete iOS 10 & Swift 3 Developer Course online training offers more than 29.5 hours of video-based resources supported by 101 articles that will be able to construct copies of apps like Instagram, Tinder, Uber, and Snapchat, as well as engage with others throughout the web. With this course, students will use animation, geolocation, and online content to create applications and games such as an egg timer, location-aware, timetable app, and more.

Angular is a popular Javascript framework managed by Google and is updated frequently for better usability and amplified developer productivity. It is used to plan and build web applications. Angular 4 is known to be an update on the Angular 2 but is relatively similar to the AngularJS version 1.

Vskills Certified Angular 4 Developer Course is a suitable choice for candidates with prior knowledge about concepts such as computer networking, Javascript, CSS, HTML and Javascript or those who’ve been working as developers in public or private companies. It will also prove to be useful for graduates looking to increase their job opportunities and bolster their resume further.

After joining this program, the candidate will get a tag of a certified Vskills Angular 4 Developer on popular recruitment websites like MonsterIndia.com and Shine.com. The candidates will also be provided with a permanently valid, government-approved certification. Thanks to a combination of complementary practice tests, free mock tests, and comprehensive study material, the candidate will be able to work competently & design websites, mobile interfaces & animations among others.

The world of business has evolved briskly while also having been significantly affected by the latest technology for the sake of improvement. The creation of new apps providing new services and features to the users is one of the most common activities done by businesses now. Due to the continuous growth of Angular in the development field, the latest tools are getting launched to create a strong impact on the world.

Angular 8 is the latest version that has been developed by Google. Several companies believe that their improvement is possible by hiring advanced and skilled employees who possess Angular knowledge.

Developers who want to learn about the essential details about Angular and how it can improve the quality services for the users can get enrolled in the Certified Angular 8 Developer Course by VSkills which provides knowledge for better versions of apps that they have developed already. The requirement of the companies will be handled by the candidates possessing advanced knowledge about Angular.

This course is apt for candidates who want to make a career in the development field. The candidates who are skilled in app development are in huge demand by companies who want to provide a better experience to their clients. Candidates from beginners or advanced app development field backgrounds can get this course to improve their knowledge and chances of getting hired by companies.

Vskills’ AngularJS Developer online training provides thorough and accurate information about web application development using AngularJS. Candidates will be tested based on various aspects involved in AngularJS such as bindings, modules, filters, directives routing, and provider. 

The Certified AngularJS Developer programme is apt for candidates who have prior knowledge of HTML/HTML5, JavaScript, computer networking, and the internet. Professionals, graduates, or students may opt for this course to gain exceptional skills and build an impressive professional background. 

Moreover, with this course, candidates can validate their knowledge in AngularJS and obtain a professional role in the software development domain. Many companies like Flipkart, TCS, Google, and Cognizant are always on the lookout for certified AngularJS developers. Also, several public sector organizations hire certified professionals for website development. 

Hence, once candidates complete the AngularJS Developer course by Vskills, they will be able to land lucrative professional roles. A government-approved certificate will also be an impressive addition to the candidate’s work profile and increase employment opportunities.

Vskills certified Angular 7 Developer programme is the one-stop destination for a candidate’s internet-based application advancement that is decided as per the existing company’s requirement using Angular 7 JavaScript structure. 

During the teaching of this online course in Angular 7 Developer, candidates will learn about all the major fundamentals of components, modules, routing, and directing.

This will be accompanied by learning the concepts of HTTP access, binding, CRUD operations, and directives. This course will also teach candidates how to build an Angular project with all its components in the latest Angular 7 version.

 Vskills Certified Angular 7 Developer Program will teach the candidates web app development methods and the services associated with that application.

They will be taught how to protect the made routes in the best possible way, how to route smoothly, and how to retrieve the data.

By the end of the course, candidates will be well versed with the skills of using the material components and other animation software to make transitions look more attractive and eye-catching than ever and impart the user an amazing user experience.

Data mining is the process of turning raw data into data that makes sense. Research is the foundation of data mining, so many organizations use the data mining process to turn data into useful information. It helps organizations come up with more creative strategies, boost sales, bring in more money, and grow their businesses by cutting costs. Data-driven projects need to mine and analyze data well in order to be successful. All of the data is stored in the data warehouse before it is used for business intelligence. Data mining and data analysis are both parts of business intelligence, but the terms for them are different. Data mining and data analysis are similar, which makes it hard to tell them apart. SQL Server Analysis Services - SSAS, Data Mining & Analytics certification is made available by Udemy to those interested in gaining expertise with SQL server analysis services language for expressing queries over tabular and other forms of data.

SQL Server Analysis Services - SSAS, Data Mining & Analytics online training Includes 7.5 hours of video,20 articles, six downloadable resources, and one practice test. and a digital certificate upon course completion.

SQL Server Analysis Services - SSAS, Data Mining & Analytics online classes consist of fundamentals and technology, SSAS installation, Data Source, and Data Source Views, multidimensional expression, administration, advanced techniques, performance tuning, and basics of data mining using SQL.

Data management collects, organises, protects, and stores an organisation's data for business decisions. Data management solutions are needed to make sense of massive amounts of data as organisations create and consume it at unprecedented rates. Leading data management software ensures that accurate, current data drives decisions. The software prepares, catalogs, searches, and governs data, making it easy to find for analysis. Data management is the first step to scaling data analysis, which yields valuable customer insights and increases revenue. Effective data management allows organisation-wide access to trusted data for queries. R Data Pre-Processing & Data Management - Shape your Data! certification available by Udemy to candidates who want to learn how to prepare their data for excellent R-based analytics.

R Data Pre-Processing & Data Management - Shape your Data! online training Includes six hours of video,14 articles, five downloadable resources, and a digital certificate upon course completion.

R Data Pre-Processing & Data Management - Shape your Data! Online classes consist of introduction, data importing, data cleaning, and querying with data. table, query exercises, dplyr,  integrate SQL, outlier detection, working with strings, and data management and time series

Data mining is the process of sifting through large data sets to identify patterns and relationships that can be utilized in data analysis to solve business problems. Techniques and tools for data mining enable businesses to anticipate future trends and make more informed business decisions. Data mining is a crucial component of data analytics and one of the fundamental disciplines of data science, which employs advanced analytics techniques to extract useful information from data sets. Data mining is a component of the knowledge discovery in databases (KDD) process, which is a data science methodology for collecting, processing, and analyzing data. 

Regression, Data Mining, Text Mining, Forecasting using R online training Includes 33 hours of video, five articles, 36 downloadable resources, and a digital certificate upon course completion. Regression, Data Mining, Text Mining, Forecasting using R online classes comprised of data science, statistics, hypothesis, basic programming using R, predictive analytics, data mining, mixed data, and dimension data analysis

Companies mine data for insights. Businesses can better understand their customers, boost sales, and cut costs by using software to find patterns in large data sets. Data mining requires data collection, storage, and processing. Data is collected and loaded into data warehouses, next, they store and manage data on in-house or cloud servers. Management, business analysts, and IT professionals organize the data. Then, the application software sorts the data based on the user's results, and the end user shares the data in a graph or table. Data Mining with R: Go from Beginner to Advanced! certification is made available by Udemy to candidates who want to learn R software can be used to analyze data, show how it looks, and do numerous data mining tasks.

Data Mining with R: Go from Beginner to Advanced! online training Includes 12 hours of video,17 downloadable resources, and a digital certificate upon course completion.

Data Mining with R: Go from Beginner to Advanced! online classes consist of data types and structures in R,  data and file input and output,  visualizing data, decision trees, linear modeling regression, regression and GLM, agglomerative hierarchical clustering, and cluster analysis