List of Online Courses and Certifications

Many of the companies, all around the world, face a huge mountain of data as the world progresses and transforms more into an open book. The issue with it is that it has made evaluating that data and making a scheme on it that much difficult with its quantity.

Deep Learning solves this issue by processing all that data in a better and faster way even if their network structures are complex in nature. However, there are not many people who can design Deep Learning models and train them for such a task.

This is where Certificate in Deep Learning with TensorFlow comes in. The course by Vskills teaches the candidates how they can tailor their Deep Learning models and measure them to the task of processing larger datasets and go through them even if they are complex in nature. Furthermore, it teaches the applicants the techniques behind the distribution of work in both high and low TensorFlow.

TensorFlow Training course is designed to help the learners to develop a solid understanding of all the aspects of TensorFlow. The online training programme offered by the online educational training platform Mindmajix will equip the learners with deep knowledge on the core essentials of TensorFlow, the open-source software library for machine learning and artificial intelligence,and will help to pass the TensorFlow Certification test.

TensorFlow Training online course will also enable the students to acquire the potential to develop deep neural networks. The curriculum will explore Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Restricted Boltzmann Machine(RBM), Deep Networks and the like through practical projects and case studies.  TensorFlow Training certification stipulates for the candidates having the fundamentals of programming and basic knowledge of Mathematics and Statistics. Mindmajix provides three options for enrolment into the online programme; virtual live instructor-led training, corporate training and self-paced training through pre-recorded videos. Post the course, the learners will be provided with the premium features of Career Counseling Sessions, Mock Interviews, Custom Resume Builder Access and many more.

One of the best libraries for deep learning implementation is TensorFlow. TensorFlow is a software library that uses data flow graphs to compute mathematical expressions numerically. The Deep Learning with TensorFlow certification course was created by Packt Publishing, a tech-focused educational platform, and is made available by Udemy, which is targeted at learners who want to learn how to use TensorFlow to explore deep learning's potential.

Deep Learning with TensorFlow online course involves 2 hours of comprehensive video-based learning resources that are targeted at learners who want to become certified data scientists so they can perform machine learning and regularly work with neural networks. Deep Learning with TensorFlow online classes discusses topics like neural networks, image recognition, logistic regression, convoluted neural networks, and recurrent neural networks as well as discuss multiple significant deep learning algorithms covered, as well as numerous examples that make use of deep neural networks.

Application performance management course is a course intended to monitor the performance and availability of software applications, by detecting complex issues in it and solving them to maintain the level of service which is expected by a consumer. It is very beneficial for management professionals and students.

Certified application performance management (apm) professional course by v skills not only widens the arena of employment for you but also polishes your skills and builds a scope of increasing your pay skill.  They cover topics such as apm basics, apm components, apm tools and much more. They offer a huge range of courses to you which can refine your profile.

They cover around forty seven topics in eight units which is sufficient for a candidate to excel in this market surrounded by tough competition.

One cannot learn everything at a time. This course by v skills is just like another chance to revamp your professional life and CV.

If you want to be a professional in Data Mining and Warehousing, Vskills Data Mining and Warehousing Certified Professional program is the right place for you. Just like the actual Mining, it is the process of extracting information and other patterns from very large sets of bulky data with the use of different statistical techniques and methods & artificial intelligence skills and strategies with database management. 

The certification on Data Mining helps the learners to apply algorithms and strategic techniques to solve and convert the interesting and actual data mining challenges for the professionals.  Data quality and converting methods and techniques for pre-processing the large amounts of available, bulky data. 

Modeling and design of data warehouses, clustering and association rule analysis, application of Algorithms for classification. With the Practical use of software for data analysis, it helps in the field, for professionals to know the fundamentals.

The Data Science: Data Mining & Natural Language Processing in R online course is a study about the clustering, classification, and regression of data in R with the help of data preprocessing, data visualization, and machine learning. The course is provided by the online education platform Udemy for the students who are interested in learning data science with R fundamentals and strategies.

The course curriculum is developed with thirteen hours of video content, four articles, and ten downloadable resources that can be learned by the students at their speed and convenience. The educator for this online program is Minerva Singh who will guide the students with discussions on data mining, web-scraping, text mining, and natural language processing. 

The Data Science: Data Mining & Natural Language Processing in R training program enables the students to gain knowledge through experimental learning strategies and applications. The candidates are given the course certificate after completing the online training.

The ‘Information Retrieval and Mining Massive Data Sets’ online course is developed for the learners to gain knowledge about the different methodologies and strategies required to create an Information Retrieval system. The program is provided by the online education platform Udemy. The course curriculum consists of thirty-nine hours of videos and lectures which can be learned independently by the students at their own pace.

The course instruction is provided along with the English language subtitles that aid in a better understanding of the concepts. The theoretical concepts and the practical application of information retrieval and mining large data sets are engaged by the students and guided by the course instructors, Omkar Despande and the Mentors Net.

The ‘Information Retrieval and Mining Massive Data Sets’ training program equips students with the opportunity to have access to the course materials any time and the students will receive the course completion certificate after finishing the course.

The Outlier Detection Algorithms in Data Mining and Data Science online course is about the basic and advanced techniques and strategies of outlier detection with improving the programming skills with the algorithm application in Python, R, and SAS. The Outlier Detection Algorithm course is developed and provided by the online education platform Udemy for students interested in learning fraud detection and intrusion detection.

The course curriculum consists of two and half hours of video content and ten downloadable resources available to the students at any time to access after joining the program. The course instruction is offered by the KDD expert, a data scientist, and a professional with data mining, data analysis, and machine learning. 

The ‘Outlier Detection Algorithms in Data Mining and Data Science’ training program is a self-paced learning program that provides the students a course completion certificate after finishing the course study. The online program helps the students gain an opportunity in learning about the theoretical and practical applications of the outlier detection techniques in data mining and data science.

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

Data mining involves the use of methods from machine learning, statistics, and database management systems to discover and extract patterns from large data sets. The goal of data mining, which spans the disciplines of computer science and statistics, is to take a dataset and, with the help of algorithmic analysis, derive useful insights from it. Data mining is the "knowledge discovery in databases" (KDD) analytical phase. In addition to the raw analysis, it consists of database and data management, data pre-processing, model and inference considerations, interestingness metrics, interconnectivity aspects, post-processing of discovered structures, visualization, and online updating. Data Mining with Rattle certification is made available by Udemy to candidates who wish to learn more about life-cycle data mining with the widely used data miner

Data Mining with Rattle online training includes 15 hours of video, 15 resources that can be downloaded, and a digital certificate when the course is done.

Data Mining with Rattle online classes consisting of rattle interface and tabs, introduction to data mining, loading and describing data in rattle, interactive data exploration, cluster analysis, association analysis, decision trees, random forests

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.

The Python for Data Science and Machine Learning Bootcamp online course is a study about Data Science that focuses on the software programming language Python to assess data, create data visualizations, and techniques to utilize machine learning algorithms. This online course is provided by the online education provider Udemy for the students who wish to develop their skills in Data Science.

The course instruction is done by the course educator Jose Portilla, the head of Data Science at Pierian Data Inc. This Data Science program engages students in theoretical concepts and practical learning of the programming language and algorithms. This online course enables the students to upskill themselves as Data Scientists.

The online video lectures, articles, and other resources aid in the enhanced discussion of concepts and principles of data science. The student of the ‘Python for Data Science and Machine Learning Bootcamp’ training program is given the course certificate after completing the course.

The Learn Data Science and Machine Learning with R from A-Z online certification address the real statistical computer science topics such as programming in R, reading data into R, accessing R packages, writing R functions, debugging, profiling R code, and organising and commenting on R code as well as how to utilise R for successful data analysis, visualisation, and practical data application.

Learn Data Science and Machine Learning with R from A-Z certification course is created by Juan E Galvan - Entrepreneur, Web Developer & Instructor and offered by Eduonix, an E-learning platform focused at both beginners and experts to help them develop new skills and polish the existing. Learn Data Science and Machine Learning with R from A-Z syllabus covers six main sections such as Data Science + Machine Learning course + R Programming Intro, Data Types/Structures in R, Data Manipulation in R, Data science in R, Machine Learning, and Starting a Data Science Career. The course offers more than 28.83 hours of pre-recorded videos in 81 separate lectures. 

Complete A.I. & Machine Learning, Data Science Bootcamp certification course is designed by Andrei Neagoie - Founder of zerotomastery.io & Senior Software Developer, Daniel Bourke - Machine Learning Engineer, Writer, Videomaker and Instructor, and Zero To Mastery, which is offered by Udemy. Complete Machine Learning & Data Science Bootcamp 2022 online course focuses on offering the most up-to-date learning resources regarding machine learning and data science, so students do not have to go through outdated learning materials.

Complete A.I. & Machine Learning, Data Science Bootcamp online training is a thorough and project-based course that introduces learners to all of the abilities that a data scientist must possess. This course includes more than 40 hours of extensive video lectures that aim to teach the core concepts of data science and machine learning, as well as topics such as data visualization, data analysis, and teaches about various technologies that allow individuals to gain real-world experience with data science projects, such as Python, TensorFlow, neural networks, deep learning, and NumPy.

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.

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

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

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

With the need for accessing personal data increasing, it is essential for you to excel in protecting user privacy. While there are umpteen privacy use cases unsolved, in recent years, privacy-preserving technologies have developed. The Secure and Private AI certification course introduces you to three groundbreaking privacy-preserving technologies, including differential privacy, federated learning, and encrypted computation.

You will also master the usage of OpenMined's PySyft and deep learning tools such as PyTorch. These offer distributed and cryptographic technologies for safely training Artificial Intelligence (AI) based models on distributed private data. You can also participate in Facebook’s Secure and Private AI Scholarship Challenge. It will help you enrol in the Secure and Private AI training and win the Deep Learning or Computer Vision Nanodegree programme scholarship.

Secure and Private AI programme from Facebook is an advanced-level free course. It runs for nearly two months and provides rich learning content, interactive quizzes, a self-paced learning approach, and industry professionals’ mentorship. Besides, you will learn by doing exercises.  

The Certificate Course on Artificial Intelligence and Deep Learning program is organized and offered by the Indian Institute of Technology in Roorkee on the Cloudxlab online education and innovation platform.

The courses study is about the principles and techniques involved in deep learning which is the basis for many recent innovations. In this course, the participants will gain a thorough knowledge of deep learning and machine learning with the best curriculum. The course educators include the faculties from IIT Roorkee Raksha Sharma(CSE dept) and Gaurav Dixit(DoMS dept) and the founder Sandeep Giri and Cofounders of Cloudxlab Abhinav Singh and Praveen Pavithran. 

The programming languages and tools that are used during the course study are TensorFlow, Keras, Learn, Numpy, Pandas, and Python.

Artificial Intelligence: Reinforcement Learning in Python online certification is developed by Lazy Programmer, Artificial Intelligence and Machine Learning Engineer, Lazy Programmer Team and offered by  Udemy Inc., a US-based online learning platform to help individuals boost their careers.

Artificial Intelligence: Reinforcement Learning in Python syllabus involves topics such as Markov decision processes, dynamic programming, Monte Carlo simulations, temporal difference (TD) learning (Q-Learning and SARSA), using Q-learning to create a stock trading bot, approximation method, using openAI gym, multi-brand bandit issues, explore-exploit dilemma, etc.

Artificial Intelligence: Reinforcement Learning in Python certification course is designed for the professionals working as data scientists, python programmers who have knowledge of the following topics: calculus (taking derivatives), matrix arithmetic, probability, python coding, NumPy coding, linear regression, and logistic regression as they are prerequisites for this course. Candidates who wish to enrol in the course must purchase a lifetime subscription and they can also avail the discounts available at the time of checkout.

MindMajix Technologies INC. developed the Artificial Intelligence Course in Hyderabad online certification to train applicants who want to acquire knowledge of artificial intelligence in order towards using their knowledge towards becoming certified data scientists and advance in their career by attracting more responsible and strategic job roles in information technology.

Artificial Intelligence Course in Hyderabad online training by MindMajix Technologies aims to help applicants develop necessary expertise in artificial intelligence as well as teach them how to automate business processes and implement artificial intelligence systems using deep learning techniques. Artificial Intelligence Course in Hyderabad online classes include practical use cases and projects which assist students in gaining a comprehensive understanding of the topics such as machine learning principles, linear regression, Keras API, and neural networks. Applicants will also obtain a deep understanding of Deep Learning algorithms, reinforcement learning, and AWS Lambda in addition to these ideas.

Artificial Intelligence Course in Bangalore online certification is developed by MindMajix Technologies INC., which is designed for individuals who want to gain knowledge of artificial intelligence and machine learning using programming languages like Python, Keras, and TensorFlow to guide the students to advance in their career as artificial intelligence engineers.

Artificial Intelligence Course in Bangalore online training by MindMajix Technologies has been specifically crafted by experienced AI professionals to meet the expectations of the modern industry for a successful career. Artificial Intelligence Course in Bangalore online classes contain 30 hours of extensive video lectures as well as real-time examples covering artificial intelligence fundamentals such as machine learning, deep learning, neural networks, TensorFlow, and many more. Students who intend to enroll in the course must select one of two learning methods: self-paced video learning or live online classes.

MindMajix Technologies Inc. offers the Artificial Intelligence Course in Pune online certification that is an industry-designed course aimed at individuals interested in learning about artificial intelligence concepts and workflows, deep learning, machine learning, TensorFlow, artificial neural networks, and performance metrics. Artificial Intelligence Course in Pune online course offers two learning modes: live online sessions hosted on Google Meet or Zoom platform, with training fees based on the option selected by the learners.

Artificial Intelligence Course in Pune online classes by MindMajix Technologies provide 30 hours of HD video lectures and 20 hours of lab training, where students will learn about the differences between supervised, unsupervised, and reinforcement learning, as well as how classification algorithms and clustering aid in the identification of AI business applications. This online training course also gives you hands-on experience with a variety of industry-specific projects that have real-world implications.

MindMajix Technologies Inc. designed the Artificial Intelligence Training Course in Dallas, USA certification course to provide learners with both practical and career-oriented abilities and experience to advance in their professional professions. Through hands-on workshops, the Artificial Intelligence Training Course in Dallas, USA online course seeks to teach learners about artificial intelligence basics and practical applications.

MindMajix's Artificial Intelligence Training Course in Dallas, USA online classes by MindMajix Technologies include 50 hours of learning resources that provide a thorough understanding of the fundamentals of machine learning, deep learning, neural networks, and other related topics. This course is structured in such a manner that it targets two different types of audiences with different learning preferences via two separate learning methods: self-paced learning and live online sessions led by a subject matter expert.

Artificial Intelligence Course in New York, USA online certification is offered by MindMajix Technologies Inc., that aims to provide candidates with an excellent opportunity to learn about and practice AI tools and technologies such as machine learning, natural language processing, deep learning, supervised and unsupervised learning models, neural networks, and much more. Artificial Intelligence Course in New York, USA online course is specifically designed to prepare applicants to become experts in the implementation of artificial intelligence solutions for real-world scenarios.

Artificial Intelligence Course in New York, USA online classes by MindMajix Technologies provide 50 hours of total learning resources In its self-paced video learning mode. Candidates can also enroll in the live online form of learning, in which sessions will be held live on Google Meet or Zoom, and in which candidates will be educated about various technical aspects of AI such as cloud computing, computer vision, AWS, Python, SAS, Tableau 10 and AWS Lambda through use cases and projects. After finishing the training, Mindmajix also provides a course completion certificate to demonstrate the mastered skillset.

AI-900: Microsoft Azure Artificial Intelligence Fundamentals certification course is designed by Cloud Ops - Cloud Engineer and is available through Udemy which is intended to provide learners with the fundamental knowledge and skills needed to pass the AI 900 certification exam and become certified artificial intelligence engineers. AI-900: Microsoft Azure Artificial Intelligence Fundamentals online course by Udemy is created for learners who want to commence their professional journey with artificial intelligence using their knowledge of Microsoft Azure and cloud computing.

AI-900: Microsoft Azure Artificial Intelligence Fundamentals online classes contain 4 hours of hands-on comprehensive video-based learning content. Learners will be taught about artificial intelligence workloads, machine learning principles using Azure, computer vision, and conversational AI workloads during this program. Learners who want to participate in the course must enroll by purchasing a lifetime membership to the course to access the course content.

The AI for Managers & Business: Complete Guide to Applied AI online certification was developed by Pallav Modi - Founder Aimadesimple, AI Innovator, Innovation Consultant, and Trainer - and is offered by Udemy which is designed for participants who want to explore the domains in which artificial intelligence is being used and develop an understanding of how the logic of it functions. AI for Managers & Business: Complete Guide to Applied AI online course aims to provide a detailed understanding of the application of artificial intelligence in a business context, allowing professionals and organizations to leverage the power of machine learning and deep learning to improve their productivity and work efficiency.

AI for Managers & Business: Complete Guide to Applied AI online classes focus on teaching students how to build machine learning models from the ground up, using non-programming tools built in collaboration by Microsoft Azure and Google Cloud Platform, among other things. This course covers subjects such as computer vision, natural language processing, reinforcement learning, big data, and AI methods. The course also teaches participants how to construct 5 real-world applications or models that leverage the strengths of artificial intelligence to assist them to obtain a practical understanding of the deep learning and machine learning functionalities.

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.