List of Online Courses and Certifications

The course is an ideal solution for all individuals who want to establish themselves in the field as professional Data Scientists. The two-month-long online certification course on Data Mining with Python by DataMites provides the students with expert guidance and supervision. The course will provide the students with an expert faculty who will be guiding the students to develop detailed skills in the subject of python and data mining. The students will also be practising multiple case studies to have their skills enhanced.

The pressing need for the requirement of a unified analytics engine for large-scale data processing cannot be underestimated in today’s era. Individuals passionate about building a career in a niche like Artificial Intelligence which involves dealing with a large amount of data find that machine learning is essential for big data to function smoothly. This programme is a boon for such people.

This certification course on Machine Learning With Pyspark For Big Data by Jigsaw Academy caters a special focus on Spark MLib by adopting Python or Scala language. Understanding that Spark or PySpark could be an essential asset for those willing to broaden their knowledge horizons in the field of Big Data, experts at Jigsaw Academy have endeavoured to include all the instrumentalities in Machine Learning With PySpark For Big Data.

Since the course is self-paced and in online mode, candidates can easily access the modules at the comfort spaces of their homes. This would also ensure that they get an in-depth insight into each concept without rushing with the same. The aspect which makes the course stand out is the extra reading sources it provides so that the learning does not stop.

The career and scope in technology and data engineering has widened. Not only in technology but big data engineering (BDE) also plays a unique role in the field of business as well. With the emerging importance of data technologies in the world, it is necessary for the engineers and technologists to gain appropriate and enough knowledge for the same and to have access to such knowledge and information you need an appropriate course for the same. 

Hence, certified by Jigsaw Academy, Big Data Engineering programme is one such course that is developed in a way that enhances and improves the data skills of the candidates. The course is conceptualized in a way that it lays emphasis on how to automate data pipelines, handle enormous data, build databases and models. At Jigsaw Academy, participants will be able to master different tools and technologies included in the Big Data Engineering programme. 

Improve your understanding of the core concepts of data analytics with the Udacity Business Analytics certification course. The Business Analytics certification course will provide you with a fusion of technical knowledge and opportunities for practical skill testing. You only require a basic understanding of computers and English language proficiency to apply to this programme.

The 3-month online Business Analytics training will familiarise you with data visualization, data analysis, and query language like SQL. Additionally, you will also learn to work on Excel, Mode, and build data dashboards using the Tableau interface. Candidates will be groomed by industry experts, while personal career coaches will help them with a career trajectory.

The learning programme, which has been curated by Tableau, is self-paced and driven by real-world examples. You will have access to an improved student community to interact with your peer group and widen your network. The knowledge gained from this Business Analytics Nanodegree programme will help make you a better data analyst or data scientist. 

R-shiny is an open-source, full-featured data visualisation tool for interactive visualisations. Datamites’ Visualisation with R-Shiny course is a 3-month programme designed to teach you data visualisation basics through the R Shiny package. You will explore the essential characteristics of R-shiny in creating impressive visualisations. 

During the Visualisation with R-Shiny online course by Datamites, you will learn how to create interactive visualisations, sort data, focus on specific areas, set filters, and more. The curriculum emphasises hands-on techniques to learn R-shiny.

Throughout the Visualisation with R-Shiny certification course, you will study through various materials, including cheat sheets, videos, data sets, project work, etc. You will also receive material regarding job interviews, job updates, and Data Science newsletters.

Visualisation with R-Shiny training can be pursued in three different modes – Blended, Classroom, and Live Virtual learning. You will also have the opportunity to receive the International Association of Business Analytics Certification (IABAC)’s e-certification.

Visual analytics makes use of sophisticated tools to analyse data sets with the help of visual representations. It is a field that involves visualising data in the form of graphs, maps, and charts to help identify patterns and develop data insights. Certified Visual Analytics Expert training by DataMites is an expert-level course, curated to help you gain significant knowledge in the Visual Analytics field. 

The programme certificate has been accredited by IABAC and is globally recognised. The Certified Visual Analytics Expert course is available in three different learning formats that you can choose from as per your preference and requirement. The curriculum includes topics like Tableau introduction, mapping, advanced charts, web analytics, and dashboards. 

Along with the Certified Visual Analytics Expert programme, you will also get the benefit of placement assistance, flexible learning, a Data science lab, hands-on projects, a library, and more. An IABAC approved certificate will help increase your career prospects and land the perfect job in the field of visual analytics. 

With the advent of technologies and rapid creation of innumerable statistical tools, it has undoubtedly become the need of the hour to master the subject. The programme Data Science with Python Course certificate has been designed in a way that candidates pursuing this programme will develop and master the foundation of this programme. Some of the concepts that will be taught will be Python programming, statistical analysis, data handling and feature engineering. 

Data Science with Python course curriculum has been crafted in a way that allows the candidates to learn, understand, create and implement some of the most used predictive analytics algorithms such as forecasting and regression. Along with this, the programme teaches candidates about ML Algorithms namely, K Means using Python and Random Forest. The course is very much popular in the industry since it is portable and dynamic at the same time. 

Moreover, the programme will give a detailed perspective about the subject as well as its implications in a practical manner. It will aid them in learning about the strategies which can be easily applied. 

Programming for Data Science with Python Nanodegree course by Udacity will help you take that first step in the field of Data Science. With the help of experienced tutors and professional mentors, you will gain an edge over your competitors.

The 3-month course, curated by Mode, features learning exercises introducing you to SQL, Python, GitHub, and Command Line. There will be projects to help review your understanding of the concepts being taught. You will need to pass all your project submissions to complete the Data Science with Python course. Furthermore, you can access the directories of Pandas and NumPy and learn about the use of Terminal. 

Payment options for availing the Programming for Data Science with Python module are two-fold—upfront, or through monthly instalments. There is no application form required to be filled for this, and the only prerequisites needed for applying are basic computer knowledge and English language proficiency.

Join today to learn more about data programming!

Python is a powerful, fully accessible, interpreted language that offers a fantastic method for programming objects. Python language is one of the best languages for data scientists to utilize for a variety of applications and projects. Python for Data Science certification course is developed by Jain University and is made available by Online Jain to offer applicants the opportunity to obtain top-notch training in Python if they are unable to physically attend the university.

Python for Data Science online training provides a hands-on understanding of the fundamental concepts and capabilities of the Python framework and language. The Python for Data Science online course covers topics like object-oriented programming, exploratory data analysis, data structures, inheritance, and data visualization as well as aims to help applicants learn the syntax and semantics of Python, how to use Python flow control and functions, and how to handle strings and file systems.

The software market for Natural Language Processing has grown immensely in the last few years and as experts have predicted, it is only bound to grow even bigger. This makes it now the perfect time to join in the industry and secure a balanced future with many more opportunities to come from the sprouting sector. Undoubtedly, Udacity’s Natural Language Processing is the place to start.

The course has been designed specifically to allow students to make the most out of the sector and learn the best of contents available. It offers very deep knowledge and understanding of Natural Language Process techniques. The skills students would learn during the length of the course will teach them building and mastering application software of written and spoken language.

The excellent faculty and instructor team consists of both seasoned experienced teachers at Udacity as well as experts from the Industry. Expertise in Natural Language Processing and Voice User Interface is the blend of one of the most sought-after skills in the Application Software sector. Having a skill set consisting of both will be very beneficial for someone looking for a career in the field of Artificial Intelligence.

The Certified Natural Language Processing Expert Course certification course is provided by the platform of DataMites and is accredited to the International Association of Business Analytics Certification. The main objective of the course is to educate candidates on NLP. Candidates can access the course in the online mode, offline mode, as well as in blended mode as per their requirements. 

The Certified Natural Language Processing Expert Course certification syllabus requires 3 months of time to be completed by the students. Candidates will get access to the study material of the course that includes case studies and projects too. Students can take up the programme without any work experience. 

Students become eligible to get placement services and get step by step mentorship through the platform. Students also get a chance to acquire a certificate at the end of the Certified Natural Language Processing Expert Course online course by qualifying for the required exam.

The Large Scale Data Analytics Driven Systems Design is a certification course that delves into the intricacies of designing and implementing systems with a primary focus on leveraging large-scale data analytics. This certification course provides a deep understanding of the principles and methodologies, essential for developing robust systems capable of handling massive datasets. 

The Large Scale Data Analytics Driven Systems Design training explores cutting-edge techniques in data analytics, machine learning, and distributed computing, gaining hands-on experience with industry-standard technologies. This Large Scale Data Analytics Systems Design online course empowers students to contribute to the innovation and advancement of large-scale data analytics-driven systems in the current landscape.

Also Read: Data Analytics Courses & Certification.

The Algorithm programme offered by Princeton University has two parts, Part I and Part II. The programme covers critical knowledge about ‘algorithms and data structures while emphasizing on scientific performance analysis and applications of Java implementations. Every serious programmer needs to know this. 

Algorithms, Part I includes elementary algorithms for data structures, sorting, and searching while Part II focuses on algorithms for graph- and string-processing. After the completion of the first part, candidates can enrol for the second part in Coursera.

The Algorithms, Part I programme is a 100 per cent free programme. Enrolment, access to content everything is provided for free. And also there will be no certification after completion of the programme. 

Candidates who are looking for a way to learn algorithms, Java programming, data structures should enrol for this programme. Irrespective of the field, candidates can enrol in the Algorithms, Part I programme if they use computers to solve problems which are large. 

Candidates who are programmers should also enrol for the Algorithms, Part I programme. By completing the programme they will be getting so many advantages in their career. The ones who have already finished the programme are now in better conditions.

An intelligent agent must know how to solve real-world problems. The key to intelligence is creating visualizations of the domain of interest and reasoning with these representations. In this Artificial Intelligence: Knowledge Representation and Reasoning certification course, you will explore various associated algorithms for reasoning and representation formalisms. 

The Artificial Intelligence: Knowledge Representation and Reasoning certification by IIT Madras available on Swayam starts with a basic language of propositions. After that, it moves on to first-order logic, and subsequently, to representations for reasoning about change, situations, actions, and other agents in cases where there is a lack of information. This course is a companion to the course “Artificial Intelligence: Search Methods for Problem Solving” that was offered recently and the lectures for which are available online.

Along with the lectures, Artificial Intelligence: Knowledge Representation and Reasoning online course also provides links to supplementary reading materials. After 12 weeks, you will also have a chance to appear for a proctored exam. Passing this exam will get you a course completion certificate, which you can employ to showcase your skills in Artificial Intelligence.

Imparted by IIM Shillong, the Certificate course in Data Science programme has been developed with the objective of training aspiring data scientists and helping them make a career in this field. Now, what is Data Science? Data Science is basically an interdisciplinary field that utilises algorithms, systems, processes, and scientific methods to extract insights and knowledge from unstructured and structured data. The stream of data science is related to big data, machine learning, and data science. 

Why is Data Science one of the most preferred fields? Since, Data is something around which the world is revolving and is an indispensable part of the industry, several aspiring students are planning to make a career as Data Scientist. Crafted with utmost finesse and expertise by the industry experts, this online certificate course in Data Science from IIM Shillong has ensured that the vast course is easily covered within a span of 3 months. While undergoing this 140+ hours of intensive learning, the candidates gain exposure to handle toolboxes that data scientists need today. 

In the Data Science: Data-Driven Decision Making course, you will engage in practical programming in R language to learn the procedure of harvesting, tidying, and wrangling data. Through the Data Science certificate course, you will also learn how to apply statistical models to simulate complicated functions that solve a wide range of problems.

Moreover, the Data Science course by FutureLearn is offered by Monash University of Melbourne, Australia. In the Data Science: Data-Driven Decision Making certification course , you will learn to establish useful data visualisations for decision-making, and conveying your messages to other people by utilising the grammar of graphics and principles of cognitive perception.

The Data Science: Data-Driven Decision Making microcredential complies with the standards of ‘Common Microcredential Framework’. Thus, you will learn how valuable data is when it becomes the basis to act or make an important decision in the real world. 

Besides, the Data Science: Data-Driven Decision Making online certificate course will inform you about the imperative legal, organisational, and ethical issues of data management and collection as well. 

Machine learning certification course by edX primary stage starts from the core development of computer programs that can acquire data and use it to learn for themselves. The course served by edx will guide the candidate through various topics that include, matrix factorization, classification and regression, topic modelling,  sequential models, clustering methods, and model selection. In the first half of the course, we will cover guided learning techniques for regression and classification. 

We will explore several fundamental methods which will be essential for performing this task and optimizing it with algorithms. In the second half of the Machine learning training course, we will shift to unguided learning techniques, where the end output will be more unpredictable based on a corresponding input. Any student or professional with knowledge of undergraduate probability, statistics, linear algebra, calculus, probability, and statistical concepts can enroll in this course. The course has a tenure of 12 weeks, where only 8-10 hours per week can push the candidate towards excellence. Under the guidance of ColumbiaX (Columbia University) after successful completion, every student will get a verified certificate with the institution's logo. Also Read: Machine Learning Practical Applications.

Data analytics has changed the way organizations and businesses run today. Extracting meaningful information from massive data has become possible, which further helps in decision-making and solving practical problems. Applied Multivariate Statistical Modeling Training offered by Swayam in association with IIT Kharagpur provides a fundamental understanding of data analytics and multivariate data. 

The Applied Multivariate Statistical Modeling certification course by Swayam aims to help students build their confidence in multivariate data interpretation. The online learning program will help students identify real-life problems and describe them to collect relevant data. It is a postgraduate-level course covering the core concepts of statistical modeling of multivariate data. 

The Applied Multivariate Statistical Modeling Certification Syllabus includes various assignments that will help you understand and apply the skills you learn simultaneously. Moreover, the average assignment score, along with the final assessment marks, will help determine whether you will get a digital course certificate or not.

The Certified AI Professional course is designed to prepare candidates to solve problems in real-world scenarios with the help of Artificial Intelligence, provided to candidates by the National Institute of Electronics and Information Technology, Calicut. This course explains how to formulate Artificial Intelligence (AI) problems and solve them successfully with the help of raw data collected from various domains.

The Certified AI Professional by NIEIT Calicut describes how basic data analysis is done alongside machine learning development methods taught to the candidates with the unstructured & structured data. This course teaches how to make correct predictions and improve AI decision-making skills with the inclusion of images, videos, and texts using natural language processing and deep learning.

This program covers linux basics, data visualization, probability, and statistical methods, all of which enhance the candidate’s AI processes. The Certified AI Professional course also deals with reinforcement study methods, artificial neural networks, and applications of the same in Artificial Intelligence.

Advanced AI on Microsoft Azure: Ethics and Laws, Research Methods and Machine Learning microcredential is an extensive professional certificate covering a whole skill track to assist you in elevating your Artificial Intelligence career to new heights. 

You will explore advanced data research techniques using Python programming language. Also, this course will guide you through ethics and legal frameworks of AI and machine learning concepts. You will learn the design and implementation of AI solutions on the Azure cloud platform by Microsoft. 

With the help of learnings gained by studying the concepts of Advanced AI on Microsoft Azure: Ethics and Laws, Research Methods and Machine Learning course series, you will explore the development of predictive models for AI utilising advanced Azure machine learning. 

The Advanced AI on Microsoft Azure: Ethics and Laws, Research Methods and Machine Learning microcredential will equip you with the necessary knowledge about how to implement data research methods for lawful and ethical work in Artificial Intelligence and analytics.

Created by the Queen Mary University of London, Data Analytics for Decision Making course is designed to help you learn the principles of data analytics. You will be working through programming exercises in Python to solve basic data analytics problems right beside world-leading experts.

As the world is becoming more data-driven, opportunities for individuals with analytical skills are growing. Employers are looking for such people who can make sense of data by gaining knowledge and insights from the datasets generated around us. To that end, the Data Analytics online course has been created for upcoming data scientists.

From healthcare to transport and shopping, Big Data is increasingly making its way into all businesses. Thus, workers with specialist data skills like data engineers and data scientists are highly in demand. The Data Analytics for Decision Making microcredential course will benefit candidates looking to boost their data science careers and gain data analytics certification.

The Analytics in Python course offered by Columbia University available on the edX platform is a well-structured programme equipped with course content designed by experts to enrich candidates with python programming knowledge. 

Data is an essential part of an organization and proficiency in programming is an important skill for effectively imparting knowledge and information from data. The course will help learners in developing an understanding of various topics like web scraping, web crawling, database basics, relational databases, data interchange formats of JSON and XML and text mining. Through the course, learners will gain knowledge to analyze and visualize data and will be introduced with the basics of SQL that they can apply in the programming area. 

The rapidly increasing demand for python as a programming language makes this course a one-time investment for professionals working in this field. The professionals can share the verified certificate provided towards the end of the programme in their LinkedIn profile for their professional benefits.

The Data Science and Machine Learning: Making Data-Driven Decisions by Great Learning is a 12-week planned programme with course content provided by MIT Faculty and mentorship from industry experts. The mentorship is personalised and done in a practical, hands-on manner. The Data Science and Machine Learning: Making Data-Driven Decisions certification syllabus has been crafted by 11 faculty members of MIT to teach skills required to use the techniques in Data Science for making data-driven based decisions. The candidates will be awarded the certificate of completion with a focus on languages and tools such as Keras, Python, NumPy, TensorFlow, and Matplotlib, etc. 

Discrete Mathematics is known as the language of computer science. Learning discrete mathematics is going to be useful in many fields like data science, software engineering and machine learning. 

In this course, students will be solving math puzzles with proofs and their explanations to understand the concept of Discrete Mathematics thoroughly. The concepts of discrete mathematics today are used in various ways to understand different scenarios and the problems in all branches of computer science, such as programming languages, automated theorem proving, software development, computer algorithms and cryptography.

Swayam Discrete Mathematics Course is designed in a way to make sure students learn the concept of discrete mathematics in a fun way so they can understand its applications easily. 

Students don't need to have any prerequisites for this course, just a basic understanding of high school level algebra and arithmetic is required.

Students will be guided by Data Science Bootcamp certification course experts through the fundamental knowledge and practical skills necessary to start a successful career in data science. Learners will study data science's foundational theory and applications in the Data Science Bootcamp training.

This course is offered by the Code Labs Academy which will provide deep learning in data analytics, machine learning, and data science to the participants. The boot camp focuses on providing students with hands-on experience with real-world datasets and industry-relevant projects, teaching participants how to extract insights, build predictive models, and make data-driven decisions.

Also Read

• Data Science And Machine Learning Certification Courses
• Data Science Certification Courses

Learn the basic principles of Python, practice using it, and find out what it can do for the learners. To put students on the right track for further study in the areas of Python, Data Science, or other branches of programming, the professors will coach them through the fundamental knowledge and practical skills that form the basis of their education through the Python Mini Bootcamp certification course. 

This intense course teaches learners the essentials of Python, including its key ideas, data structures, control flow, and object-oriented programming. With a smaller initial investment and commitment, this Python Mini Bootcamp certification course by Code Labs Academy has the added benefit of providing participants with a preview of what a full Data Science Bootcamp with us might be like.

Also Read

• Python Certification Courses
• Deep Learning With Python Certification Courses

The Introduction To Algorithms And Analysis certification course offers a thorough introduction to mathematical modelling for computational problems. The course covers fundamental algorithms, algorithmic paradigms, and data structures, emphasising the practical relationship between algorithms and programming. 

Geared towards both undergraduate and postgraduate students, the Introduction To Algorithms And Analysis certification by Swayam enjoys industry support, making it pertinent for IT companies and ensuring its alignment with real-world applications. Participants gain a solid foundation in algorithmic problem-solving, equipped with essential performance measures and analysis techniques.

Also Read: Online Algorithms Certification Courses

The Introductory Course In Real Analysis certification is a foundational program crucial for pure and applied Mathematics and Statistics, serving as a cornerstone in science and engineering. Tailored for undergraduate and postgraduate students, the 12-week curriculum strikes a balance between basic concepts and advanced theory, incorporating real-world examples.

The Introductory Course In Real Analysis certification by Swayam offers application-oriented problems to enhance practical understanding. With widespread support from universities, engineering colleges, IITs, and IISER, the course offers a comprehensive overview, ensuring students develop a robust understanding of Real Analysis for diverse applications in their academic and professional pursuits.

The transformative 12-week Next Generation Sequencing Technologies: Data Analysis and Applications certification course explores the groundbreaking impact of NGS technologies on Bioscience, Biotechnology, and Medicine. Participants gain hands-on experience in analyzing genomic and transcriptomic data, focusing on single nucleotide polymorphisms (SNPs), indels, and the complexities of transcriptomic analysis. 

With industry support from genomics companies, the Next Generation Sequencing Technologies: Data Analysis and Applications certification by Swayam caters to students, faculty, and industry professionals, requiring a basic understanding of programming and statistics. Upon completion, participants receive 3 credit points, positioning them for success in the dynamic fields of genomics and computational biology.

Also Read: Online Data Analysis Certification Courses

The Pattern Recognition And Application certification course explores Signal Processing, Probability, and Graph Theory. Covering pattern recognition, including statistical, nonparametric, and neural network techniques, the course explores applications in machine vision and speech recognition. With an emphasis on analytical aspects, it equips students to apply concepts to real-world challenges upon completion.

Open to any interested learners, the Pattern Recognition And Application certification by Swayam covering Electrical, Electronics, and Communications Engineering explores feature extraction, pattern representation, and time-varying pattern recognition. With practical examples from machine vision and speech recognition, it delves into unsupervised classification techniques.

Also Read: Online Artificial Intelligence And Machine Learning Certification Courses