List of Online Courses and Certifications

The Zero to Hero in MATLAB training is a six-week online course designed to impart practical knowledge among engineering students. The high-quality and updated study material emphasizes the importance of using MATLAB for complex models and design systems. The syllabus is designed after understanding the need for practical knowledge in an academic setting.

The Zero to Hero in MATLAB online course teaches educators how to bridge the gap between providing real-life examples and capturing their students' attention. Besides, using MATLAB is recommended because of its widespread industry-related usage, and it teaches how to apply theoretical knowledge. Educators can also teach their students how a whole project and problem-solving is related to the theoretical concepts by using examples of large-scale models. 

The Zero to Hero in MATLAB certification syllabus also includes variables and assignment statements, operators, loops, relational expressions, several debugging techniques, and MATLAB program organization. Furthermore, candidates can receive a valued and verified certificate after submitting the in-course assignments and fulfilling the final exam's eligibility criteria.

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.

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.

Mathematical Foundations of Machine Learning Course will expose the learners to the mathematics and mathematical theorems used in machine learning. The curriculum of the online course developed jointly by Dr. Jon Krohn, Ligency I Team, and Ligency Team will equip the students with a solid understanding of mathematics needed for machine learning and data science such as linear algebra and calculus, critical mathematical subjects, and many more. Mathematical Foundations of Machine Learning Online Course recommends the learner to have acquaintance with secondary school-level mathematics to take full advantage of the programme. 

Mathematical Foundations of Machine Learning Certification, offered by Udemy, will explore Data structures, Tensor operations, Eigenvectors, Eigenvalues, and the like. The students will be awarded a certificate of completion and lifetime and unlimited access to learning materials with a one-time fee only.

Learn basic high school Maths the easy way certification course is created by Chanda Academy - an education provider, which is made available through Udemy which is intended for learners who want to brush up on their understanding of the fundamentals of various mathematical topics or students who want to prepare for their mathematics examination by acquiring knowledge and expertise in high school mathematics.

Learn basic high school Maths the easy way online classes by Udemy offer 59 hours of extensive lectures supported by 89 downloadable resources, with the objective of providing learners with a solid understanding of the fundamentals and enabling them to advance much more quickly when it comes to the more difficult subjects. Learn basic high school Maths the easy way online training revolves around topics like algebra, trigonometry, probability, statistics, linear equations, integers, ratios, indices, percentages, decimals, fractions, and circles as well as discusses the strategies to acquire the ability to tackle the much feared worded problems and other complex problems easily.

Mental math is a set of abilities that permits individuals to perform calculations in their heads without the use of a pencil and paper or a calculator. Mental math is beneficial in both the classroom and daily life. Mental math can assist individuals to comprehend mathematical concepts better and find answers faster. Rajinder Goswami - Teaching & Researching Mathematics professional created the Faster than Calculator, Speed Math Techniques & Mental Math certification course, which is available on Udemy.

Faster than Calculator, Speed Math Techniques & Mental Math online course provides more than 4.5 hours of digital learning resources which are designed for the learners who to master mathematics shortcuts and mental math to improve their quantitative skills in preparation for exams such as Bank PO, Bank Clerk, IAS, IPS, PCS, RRB, and many others. With Faster than Calculator, Speed Math Techniques & Mental Math online classes, learners will acquire the knowledge of the fundamentals concepts associated with mathematics to be able to perform fast calculations as well as will be taught about various mathematical concepts like squares, cubes, fractions, decimals, percentages, averages, HCF, LCM, and more.

The RDBMS PostgreSQL programme is a spoken tutorial course by Swayam. Relational database management system or RDBMS is the basis for SQL and all modern database systems such as Oracle, Microsoft Access, IBM DB2, MS SQL Server, and MySQL. In this course, the candidates will learn to handle the PostgreSQL database. 

The RDBMS PostgreSQL course offered by Swayam is designed and taught by Prof Kannan Moudgalya, the Principal investigator of the Spoken tutorial project from the Indian Institute of Technology, Bombay. This is a self-paced course, comprising nine audio-video spoken tutorials, specially designed to help the candidates learn RDBMS PostgreSQL with ease. 

The RDBMS PostgreSQL online programme is classified as both an undergraduate and a postgraduate-level course. Each tutorial has an assignment at the end, which is solely for self-evaluation. Furthermore, it is an entirely online course.

Gremlin Training online certification focuses on providing extensive training on fundamental Gremlin concepts to assist participants in designing graphs, administering graphs, and loading data using Gremlin. MindMajix Technologies Inc. created the Gremlin Training online classes for persons who want to obtain knowledge, abilities, and expertise in developing applications using Apache TinkerPop and Gremlin. 

Gremlin Training online course by MindMajix Technologies includes 30 hours of extensive HD video lessons that cover topics such as the principles of graph databases, basic console installation, and how to create graph models, among others. online classes teach learners how to query and update TinkerPop databases using the Gremlin traversal language. Learners who want to participate in this online program must join in one of MindMajix's two main learning methods.

The Apache Flume Training online certification is offered by MindMajix Technologies Inc., which is intended for individuals who are looking to enhance their knowledge about Apache Flume for executing and managing data operations. Apache Flume Training online course aims to teach the essential concepts of Apache Flume, including its architecture, data flow model, dependability, and recoverability. 

Apache Flume Training online classes by MindMajix Technologies cover aggregation, streaming data flows into HDFS, Apache Flume Data transfer in Hadoop, data processing and analysis, and other topics. Individuals interested in enrolling in the course must do so through one of two different learning modalities, which include live online sessions conducted by a subject matter expert and self-paced video lectures.

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.

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.

Apache CouchDB is a free and open-source Erlang-based memorandum database management system that is used to contain, transmit, and analyze its data, CouchDB makes CouchDB employs a variety of combinations and rules to manage. The programming language being used MapReduce is JavaScript, and the API is HTTP API, where data is stored in JSON format. Learn CouchDB- A Beginner to Advanced Guide certification course is designed by Techno Crats - an educational platform, which is made available through Udemy for the learners who want to obtain the knowledge of the foundational and advanced concepts associated with CouchDB to make a career in big data and NoSQL databases.

Learn CouchDB- A Beginner to Advanced Guide online training is a self-paced program with 4 hours of digital lessons that aim to provide learners with a thorough understanding of the fundamental and sophisticated methodologies of CouchDB. Learners will learn about all CouchDB-related topics in the Learn CouchDB- A Beginner to Advanced Guide online course, including CouchDB fauxton, HTTP API, CouchDB, MongoDB, creating documents, creating databases, updating documents, mango query, Postman API, and CouchDB connectivity using JAVA, Python, and PHP.

Along with the University of Colorado, Coursera has created Data Warehouse concepts, design, and data integration for working professionals involved in software engineering or business analytics. Through this programme, the candidates would come across theory and ability for drafting data warehouses and constructing data integration workflows. These are some prominent skills required for data warehouse administrators and developers. The candidates will get firsthand experience in designing a data warehouse and utilizing open-source resources for operating pivot tables and drafting data integration workflows.

This programme is recommended to professionals involved in information or business technology and aspires to become a data warehouse administrator or designer. The participants would gain knowledge about architectures, maturity models, management practices, and multidimensional models that provide an organizational view regarding data warehouse development. To complete the graded assignments, they can either use Oracle, PostgreSQL, or MySQL. Through this course, the candidate would construct data integration workflows and data warehouse designs to convince the business intelligence requirement in an organization.

AWS Data Warehousing Training Course is designed to enable the learners to possess a detailed understanding of the AWS (Amazon Web Services) Data Warehousing-related concepts. The course will guide the students on how to utilize the tools of business intelligence to do data analysis. AWS Data Warehousing Training online course will also provide insights into using AWS services like Amazon DynamoDB, Amazon EMR, etc to gather, store and organize data for data warehouses. 

AWS Data Warehousing Training certification, the training by Mindmajix Technologies, will ensure that the candidates get exposure to theory and practice through industry use cases and projects. The students will also explore the concepts of data collection from various sources, the fundamentals of data warehousing, and more. 

IBM Watson Analytics Training course is an online training programme created and administered by Mindmajix, a software and technology training platform, that will help you to build a detailed understanding of IBM Watson Analytics. You will be able to delve into the concepts of natural language queries, dynamic insights, predictive analytics, machine learning, and much more. The training course will equip you with the knowledge and skills required to pass the IBM Watson Analytics Certification Test.

IBM Watson Analytics Training online course will deliver the theoretical knowledge along with enough practical knowledge through industry use-cases and plenty of real-time projects. The curriculum will walk you through core concepts of IBM Watson Analytics; Data Refinement, Predict Series, Data Series, to mention a few.

To join the IBM Watson Analytics Training certification, the candidates must have a fundamental knowledge of visual basic.Net and  R studio and familiarity with MS Office tools, Data Warehousing concepts, and Java. You will have options of the live online mode through Zoom or Google meet and self-paced e-learning videos to get enrolled in the online training. Corporate training is also available for this online programme on IBM Watson Analytics. The advantages of access to custom resume building, lifetime availability of self-paced videos and mock interviews, and more could be benefited by the learners after the training.

For business analysts, data scientists, and anybody else who works with data, SQL is among the most demanded talents. SQL is one of the most sought IT skills today, and learning it is one of the simplest ways to increase one's professional opportunities. The Data Warehousing and SQL End to End certification course has been created by Rahul Tiwari, a Professional Data Scientist, Consultant, and Trainer, and is available through Udemy which is aimed at candidates who want to learn the fundamentals of data warehousing and SQL to become successful SQL specialists.

Data Warehousing and SQL End to End online course aim to teach students how to read and write complicated queries to a database employing Oracle SQL, which can also be applied to other major SQL databases including Amazon Redshift, MySQL, Microsoft SQL Server, PostgreSQL, and others. By the end of the Data Warehousing and SQL End to End online classes, candidates will have obtained the ability to use SQL to query a database and use SQL to analyze data.

The Training for Snowflake course is meticulously designed to help the participants master data warehousing on the cloud. The participants will learn to load and transform data in Snowflake, scale virtual warehouses for performance and concurrency, share data, and work with semi-structured data. This Training for Snowflake course also covers query constructs, DDL and DML operations, managing and monitoring Snowflake accounts and Snowflake’s continuous data protection methods. The participants will benefit from real-time interactions with industry experts, hands-on projects and lifetime access to course materials. 

Disclaimer: We are not affiliated or endorsed by Snowflake, Inc.

The online certification course in Deep Learning with Caffe2 offers an in-depth teaching process about the fundamentals of deep learning. Facebook open-sources Caffe2, which is a comfortable and adjustable framework for efficient deep learning. You will undergo training, based on deep learning tools, and understand the applications of Caffe2.

The Deep Learning with Caffe2 online course will provide you with the working knowledge of convolutional networks, Adam, BatchNorm, RNNs, Dropout, and more. You will establish a firm foundation in neural networks and understand how to build them. Moreover, you will train and manipulate them effortlessly by understanding Caffe2’s applications, using Python programming in various projects for Deep Learning with Caffe2 online course.

Deep Learning with Caffe2 programme provides government certification and enhances your employment possibilities in better companies. You will receive the certificate after passing the course test, with lifelong e-learning access and certification validity. 

Since the era of technology is changing, big companies are looking for new experts in various fields. The companies using modern technology require trained professionals to utilise their skills in a productive manner. Data Analytics using Keras is a part of mathematical analytics which has brought a whole new change in the technology world. It is a great way to start using digitalization and technical aspects of work in the workplace.

Nowadays, the need for such trained professionals is enhancing day by day. Big companies such as Amazon, Flipkart, Google are looking for trained professionals with a deep understanding of Keras. 

With Certified in Deep Learning with Keras, can access different skills to be professionally trained in using Keras. Online classes and supportive faculty contribute a lot to this course to be the right choice for learners seeking these skills. After getting certified through this course, learners will get several job opportunities from recruiters and other modes.

Deep learning is a modern technology that enables systems with artificial intelligence to be built that were literally impossible before. It is going to be very helpful in order to remain organised, help businesses thrive and stay on top of the market. Numerous exciting applications are currently allowed by deep learning.

PyTorch is getting popular among data science professionals. It has a clean and easy API just like Python and that will be helpful in creating neural networks much faster and easier. Candidates will be able to use PyTorch proficiently in their real world projects by the end of this Deep Learning with PyTorch programme. While pursuing this programme, candidates will be able to learn a series of tools namely, NUMPY, Cuda and others.

The course is 100 percent online and candidates can take classes at their own pace. After the completion of the course, they need to appear in an online exam to get the certificate.

Keras Training Course will help the students to make an overview of Keras which is an open-source software library that creates and gives a Python interface for artificial neural networks. In this course, the learners will dive deep into the numerous aspects of Keras such as predefined neural network layers, Installation of Keras on Docker, the usage of Keras, Multilayer Perceptron in Keras,  Neural Networks, and many more.

Administered by Mindmajix Technologies, Keras Training online course will expose the learners to the  CIFAR-10 images with DL, predefined activation functions, parameters in Neural Networks using GridSearchCV, implementing the Keras for secure application and many along with the practical training through many hands-on practical exercises and use cases. Keras Training certification can be taken by the students through different options of enrolment, namely, the corporate training, the self-study through pre-recorded videos, and online live instructor-led mode.

The stock market is renowned for its turbulence, dynamic, and nonlinear nature. Due to a variety of factors, including politics, the state of the global economy, unforeseen occurrences, a company's financial performance, and others, accurately predicting stock prices is very difficult. The Mammoth Interactive - Instructor & John Bura Web, App & Game Developer-designed the Detect Fraud and Predict the Stock Market with TensorFlow certification course, which is offered by Udemy.

Detect Fraud and Predict the Stock Market with TensorFlow online classes are intended for individuals who want to become experts in the artificial intelligence methodologies used to highlight stock market fraud. Individuals will learn about Tensorflow, linear regression, and Python in the Detect Fraud and Predict the Stock Market with TensorFlow online course, as well as about the techniques and resources needed to create stock market prediction applications.

TensorFlow Developer Certificate in 2022: Zero to Mastery online training was developed by Daniel Bourke, a machine learning engineer, writer, and video producer, and Andrei Neagoie, the founder of zerotomastery.io. Zero To Mastery is an educational platform that teaches in-demand skills and is made available through Udemy for students who want to acquire the skills to solve machine learning and deep learning problems using Tensorflow to obtain the TensorFlow developer certificate.

TensorFlow Developer Certificate in 2022: Zero to Mastery online training incorporates 63 hours of extensive lectures accompanied by 5 downloadable resources, 42 articles, and coding exercises which is intended to provide learners the opportunity to demonstrate their machine learning knowledge and experience in a global employment market that is becoming more and more AI-driven. TensorFlow Developer Certificate in 2022: Zero to Mastery online classes take learners from beginners with TensorFlow for producing excellent deep neural networks by explaining the concepts involved with deep learning, convolutional neural networks, computer vision, and natural language processing.

Google created the open-source TensorFlow library, which is primarily used for applications involving deep learning. Additionally, it claims to support conventional machine learning. Complete Guide to TensorFlow for Deep Learning with Python online certification is developed by Jose Portilla - Head of Data Science at Pierian Training which is delivered by Udemy for candidates who want to master the concepts and strategies associated with TensorFlow for deep learning activities.

Complete Guide to TensorFlow for Deep Learning with Python online course provides 14 hours of thorough lectures along with 5 downloadable learning resources and 7 articles which aim to teach the candidates about the techniques necessary to create artificial neural networks for deep learning operations. The Complete Guide to TensorFlow for Deep Learning with Python online training explains the theories behind image classification, CNN, GNN, and RNN, as well as acts as a comprehensive manual for using the TensorFlow framework following its intended purposes while demonstrating to candidates the most recent deep learning methods.

TensorFlow is an open-source framework for a variety of different machine learning problems, whereas Keras is a neural network framework. Both high-level and low-level APIs are offered by TensorFlow, whereas Keras only offers high-level APIs. Complete Tensorflow 2 and Keras Deep Learning Bootcamp certification course is designed by Jose Portilla - Head of Data Science at Pierian Training which is presented by Udemy for applicants interested in learning about TensorFlow 2 for deep learning and artificial intelligence.

Complete Tensorflow 2 and Keras Deep Learning Bootcamp online classes contain 19 hours of extensive lectures supported by 3 downloadable resources and 2 articles which guide applicants to build artificial neural networks using the TensorFlow 2 framework for deep learning operations. With Complete Tensorflow 2 and Keras Deep Learning Bootcamp online training, applicants will be taught about machine learning, natural language processing, and time series analysis as well as strategies for utilizing the Keras API to build Tensorflow 2 models more quickly.

Tensorflow is the world's most widely used deep learning framework, and it was created by Google. Tensorflow is the machine learning and artificial intelligence library of preference for many businesses. Deep Learning with TensorFlow 2.0 online certification is created by 365 Careers, an Udemy-affiliated educational platform that creates opportunities for finance and data science students.

Deep Learning with TensorFlow 2.0  online classes offers 6 hours of prerecorded lessons supported by 18 articles and 20 downloadable resources which are targeted at the students interested in mastering the strategies to code and build deep learning algorithms and machine learning algorithms from scratch to become certified data scientists. Deep Learning with TensorFlow 2.0 online training revolves around topics like neural networks, standardization, machine learning, initialization, normalization, pre-processing, training, validation, overfitting, underfitting, and more.