List of Online Courses and Certifications

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.

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.

The Data Science programme by Digital Vidya has been created and curated by industry experts having years of experience. The curriculum has been vetted by over 2800 enterprises to be made industry-compliant. Besides, the Data Science training course will help you take that crucial step in becoming a Data Scientist. 

You will receive instructions about variables, data types, and all the various operators—logical, arithmetic, and comparison—to come to terms with the language of Python. Additionally, you will also learn about Data Manipulation techniques using the Pandas library, along with the required skills for Regression Analysis, Decision Trees and Forests, and Statistics.  

You will be required to solve the Capstone Projects in the Digital Vidya Data Science course. As a result, you will increase your industry knowledge in the niches of Natural Language, Deep Learning, Bank Management, and Healthcare Analysis. 

Furthermore, you will be eligible to receive two certifications—one from Digital Vidya, and the other from NASSCOM. The former will be available after you complete all of the assignments and at least one Capstone Project. Upon completing the Data Science Programme successfully, you will get the NASSCOM FutureSkills Certification as well.

The Data Manipulation at Scale: Systems and Algorithms online course by Coursera is the first step in the Data Science at Scale Specialization series. The University of Washington offers the certification course in collaboration with Coursera.

The Data Manipulation at Scale: Systems and Algorithms online certification course aims to teach the landscape of relevant systems to the students and how these systems are evaluated along with the principles on which they rely. Students will also learn the context of data science as well as the history, skills and challenges that come while working with data. Moreover, students will get hands-on experience in learning how to structure a data science project. 

Additionally, the Data Manipulation at Scale: Systems and Algorithms class programme is a self-paced learning course so that students never have to worry about missing a class. At the same time, the course is 100% online so that they can learn from the comfort of their home. The students will be awarded a shareable certificate after completing the course, which can be shared on professional platforms. 

For the purpose of data analysis and manipulation, a software library known as Pandas is written for the Python programming languages. It provides operations for manipulating time series and numerical tables as well as data structures.

Graduates and professionals who are interested in excelling in their chosen area of expertise can take up Certified Pandas Professional online course and be a Pandas Professional. However, this certification is also of great relevance to the candidates who are already employed and want further development in their careers. In the highly competitive contemporary world, such a Pandas Professional certification course will help the candidates to be of importance by putting before the industry their advanced skill set, thereby raising the potential of higher salaries. 

To guide the students in the best way we can, experienced faculty support will be provided that will solve all the challenges.

The Data Science Course Complete Data Science Bootcamp online course is offered for the learners to acquire the basic skills to become data scientists. The course is provided by the online education platform Udemy as a self-paced learning program with informative videos and articles and resources that aid in grasping concepts. The course is a study about the core aspects of data science and its applications in real-life business.

The course is instructed by the educators from 365 Careers. In this course, the students gain a comprehensive understanding of the field of data science with mathematical skills, statistical skills, and the knowledge of Python, Tableau, advanced statistics, data visualization, deep learning, and machine learning.

The Data Science Course Complete Data Science Bootcamp training program provides the students with a course certificate after completing the program and full-time access to the course. The students are engaged with active learning through the concepts and principles discussed in detail throughout the course.

Data Science With R Training Course helps the learners to get an overview of various strands of data sciences with R, the widely used data analytics tool, and enables them to make a move ahead in their career. The curriculum will walk the students through the whole range of aspects related to Data Science with R including data visualization, data manipulation, hypothesis testing, charts,  machine learning algorithms, and many more. 

Data Science With R Training online course, offered by Mindmajix Technologies, has some prerequisites that the learners must have to be eligible for the programme, namely, the basic understanding of Data Analytics and R. Data Science With R Training certification will also introduce the students to Business Analytics, Test Statistic, Logistic Regression Analysis, Clustering Models and whatnot along with the practical exposure through projects. The interested students can attend the training programme via either of the three enrolment options made available by Mindamjix. 

MindMajix Technologies INC. offers the Data Science Course in Hyderabad online certification that is aimed at anyone who wants to master the sophisticated ideas of data science to become certified data scientists and advance in their jobs. The Data Science Course in Hyderabad online course covers Python, R programming, data manipulation, data analytics, statistics, machine learning, and natural language processing.

Data Science Course in Hyderabad online classes by MindMajix Technologies cover all data science principles, from beginner to advanced, as well as best practices in scientific computing, deep learning, artificial intelligence, Keras API, big data, and excel. Students who want to take this course must enroll in one of two ways: self-paced learning lectures or live online classes guided by an expert trainer on Google Meet or Zoom.

Data Science Training Course in Bangalore certification course is offered by MindMajix Technologies INC., which is created to provide the participants with knowledge of the core concepts of data science. Data Science Training Course in Bangalore online classes will teach them everything they need to know about data analytics, business analytics, Naive Bayes, data modeling, machine learning techniques, and much more. 

Data Science Training Course in Bangalore online classes by MindMajix Technologies cover detailed video lectures along with lab training which includes topics such as R programming, predictive analytics, R data structures, data exploration, data visualization, R statistical concepts, cluster analysis, and forecasting. This training also provides enough opportunity to gain practical knowledge of the complex data science topics using real-world projects. 

Stata training Course is developed to help the students to enter the world of Stata which is integrated statistical software used for data manipulation. The curriculum will explore numerous aspects of Stata including the Stata menu system and environment, the process of reorganization of a dataset, inspection and listing of data in a Stata dataset and much more along with the practical training with the help of several hands-on projects etc to help the students to build industry-relevant skills of data manipulation. Mindmajix allows the learners to join the Stata training online course using either of the three options of admission. 

Offered by Mindmajix Technologies, Stata training certification will give the candidates a clear picture of numerous concepts related to Stata including Stata Interface, automation of Stata, fundamentals of data management, command syntax, Data formats and variable types. The students will be provided with job assistance, mock interviews, lifetime access to the study materials etc after the programme. 

Data Science, Analytics, and AI for Business & the Real World™ online certification was designed by Rajeev D. Ratan - Data Scientist, Computer Vision Expert, and Electrical Engineer and is offered by Udemy which is designed for individuals who want to attain a solid understanding of how data science, data analytics, and artificial intelligence can benefit a business. Data Science, Analytics, and AI for Business and the Real World™ online course focuses on explaining all the fundamental theory and programming abilities required in a competent data scientist.

Data Science, Analytics & AI for Business & the Real World™ online classes is a practical course that includes over 30.5 hours of detailed pre-recorded video lectures, as well as 6 papers and three downloadable resources that cover a wide range of real-world business problems faced by data scientists. This course aims to bridge all of the gaps that discourage beginners while also allowing them to apply their data science and deep learning skills to real-world business situations. This training program also covers big data analytics, machine learning, and neural networks, as well as teaches about PySpark, Google Data Studio, Jupyter notebooks, Heroku, and Flask, among other tools and approaches that help individuals with their data analytics.

The Absolute Beginners Guide to Data Science Course is an online course designed exclusively for absolute beginners to learn and explore data science along with all the must-have knowledge and skills of a professional data scientist. The curriculum of  The Absolute Beginners Guide to Data Science Online Course developed by Sai Acuity Institute of Learning Pvt Ltd Enabling Learning Through Insight! will help the students to build a strong foundation of mathematics and statistics to make the data science journey easy and simple. 

The Absolute Beginners Guide to Data Science Certification provides the learners with a detailed understanding of Data Visualization, Python Programming, Matrix Algebra, Coordinate geometry,  Calculus, Data distribution, etc. The online course consists of Q&A support, all the skills a data scientist must-have, a certificate of completion, and many more. 

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

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

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

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

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

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

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

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

The Data Science Bootcamp by Caltech is designed for working professionals providing thorough training in Data Science. This online certification course comprises a blend of theory, case studies and extensive hands-on practise that enables students to master the Data Science concepts and tools. With this Data Science online course, students will be exposed to data structure and data manipulation and the use of linear and non-linear regression models and classification techniques for data analysis. The Data Science Bootcamp syllabus consists of core courses and electives in Business Analytics with Excel, SQL Training, Power BI, and Deep Learning.

The Data Science Bootcamp by Caltech features the superiority of Caltech's academic eminence. This Data Science training programme provides critical Data Science concepts such as R programming, Python programming, Deep Learning, Machine Learning, and Data Visualization tools. Students can attend the Data Science Bootcamp classes through an interactive learning model with live sessions and masterclasses conducted by Caltech faculty and IBM experts.