4013 Courses and Certifications

List of Online Courses and Certifications

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How to Win a Data Science Competition Learn from Top Kagglers

Offered by

Certificate

How to Win a Data Science Competition: Learn from Top Kagglers

The How to Win a Data Science Competition: Learn from Top Kagglers online course is a part of Coursera’s Advanced Machine Learning Specialisation. It is a course in the Data Analysis domain and undertaking this course will help you push your limits, and boost your career in data science

The Coursera How to Win a Data Science Competition Course is not a basic machine learning programme. It trains you to get a head-up on your competitors and get high-rank solutions. It gives you a better understanding of practical applications of machine learning methods. 

How to Win a Data Science Competition: Learn from Top Kagglers certification course has a plethora of expert professors and research data scientists who will teach you for the duration of this course. It is offered by the National Research University Higher School of Economics which is one of the top research universities in Russia. You will earn a shareable certificate upon completion, and you can share your skills in data science. 

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5 Weeks
Expert
3,686
Skills Covered:
Predictive Modeling knowledge
Applied Data Science Capstone

Offered by

Certificate

Applied Data Science Capstone

The Applied Data Science Capstone course is a great course to understand the working life of a data scientist through hands-on and practical training. You will be exposed to a host of processes and applications such as learning about location data and data providers like Foursquare and making RESTful API calls to retrieve data from Foursquare API. 

If you do not have access to readily available data, the Applied Data Science Capstone online course will teach you how to scrape web data and parse HTML code. You will be able to refine your exploring and data analysing skills using Python and its panda libraries. Finally, to communicate your results and findings, you will use the Folium library and access maps of geospatial data.  

Applied Data Science Capstone certification can be audited for free. The course is offered by IBM and will be taught by Alex Aklson. The course also provides certification and financial support if you cannot pay the programme fee. 

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5 Weeks
Intermediate
3,384
Skills Covered:
Data science knowledge Knowledge of Python

Offered by

Swiss Federal Institute of Technology Lausanne , Databricks via Coursera
Certificate

Applied Data Science for Data Analysts

Applied Data Science for Data Analysts is an online Databricks-offered programme designed for intermediate-level learners. The online certification is the final course in the three-course Data Science with Databricks for Data Analysts Specialization. Thus, to be eligible for taking the online programme, the learners must have completed the first two courses in the specialization. Applied Data Science for Data Analysts Certification Course, provided jointly by Coursera and Databricks, will help the learners to enrich their data science, and applied data science with python and machine learning skills and help the student to become masters of applied data science. 

The learners passionate about learning about apple data science can enrol and complete the Applied Data Science for Data Analysts Training within approximately 16 hours. As the Applied Data Science for Data Analysts Certification by Coursera is completely offered in the online mode, the candidates can opt for the programme at their convenience and pace from anywhere. 

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5 Weeks
Intermediate
4,091
Skills Covered:
Machine learning Data science knowledge
Cybersecurity Compliance Framework and System Administration

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Certificate

Cybersecurity Compliance Framework & System Administration

In this data-driven world, cybercrimes are not unknown to anybody. Cyber offenders seamlessly carry out crimes beyond jurisdictions and on an online interface that is likely to trap anybody. Thus, cybersecurity mandates prove to be a golden weapon at the hands of companies and organisations with huge and sensitive databases. Cybersecurity professionals need to be a step further than offenders and henceforth require holistic knowledge of concepts. 

Cybersecurity Compliance Framework & System Administration Certification by Coursera fulfills that requirement and gives course participants the background to understand industry standards and key cybersecurity compliances. The knowledge provided throughout will prove to be beneficial for learners irrespective of the role they wish to partake in an organisation.

Candidates will get a strong grasp of the basic commands for a user and server administration related to security. Endpoint security and patch management have also been sufficiently dealt with. Finally, learners will know more about the in-depth skills around encryption and cryptography to understand their effect on the software. The intended audience of this Cybersecurity Compliance Framework & System Administration training course comprises those wishing to acquire a basic understanding of Compliance, Security Frameworks, endpoint management, cryptography, or encryption.

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5 Weeks
Intermediate
3,384
Skills Covered:
Knowledge of Cyber Security
Introduction to Cybersecurity Tools and Cyber Attacks

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Certificate

Introduction to Cybersecurity Tools & Cyber Attacks

The Introduction to Cybersecurity Tools & Cyber Attacks certification course is an online programme that revolves around the topics of cybersecurity. Some of the major topics of the course include terminologies used in cybersecurity, various tools and techniques used in real life, etc. The programme can be availed at zero cost in the audit mode. The course material can be accessed for free along with all the lessons available in the course. 

The Introduction to Cybersecurity Tools & Cyber Attacks online course is a beginners' level programme and does not require any specific academic requirements to get started with the course. The self-paced mode allows the user to understand the concepts thoroughly by giving them the power to choose their study timings with no deadlines to learn from the course as per their requirements. The Introduction to Cybersecurity Tools & Cyber Attacks certification syllabus will take up to 11 hours of the students' time to complete the course. The programme is a hundred percent online training and also provides shareable certification at the end of the course. 

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5 Weeks
Beginner
3,384
Skills Covered:
Knowledge of Cyber Security
Cybersecurity and Privacy in The Internet of Things

Offered by

Certificate

Cybersecurity and Privacy in the

5 Weeks
Beginner
Free
Network Security Advanced Topics

Offered by

NYU via Edx
Certificate

Network Security - Advanced Topics

5 Weeks
Intermediate
Free
Information Security Advanced topics

Offered by

NYU via Edx
Certificate

Information Security - Advanced topics

5 Weeks
Intermediate
Free
Information Security Introduction to Information Security

Offered by

NYU via Edx
Certificate

Information Security Introduction to Information Security

5 Weeks
Intermediate
Free
Sample Based Learning Methods

Offered by

University of Alberta, Edmonton , Alberta Machine Intelligence Institute via Coursera
Certificate

Sample-based Learning Methods

The University of Alberta and Alberta Machine Intelligence Institute offer the Sample-based Learning Methods training programme in conjunction with Coursera. An intermediate-level course, the programme is spread across four weeks, with intensive modules on reinforcement learning. The course will also help you understand how learning from experience can help you attain optimal behaviour. 

The Sample-based Learning Methods certification course will help you understand concepts like Temporal Difference learning, Monte Carlo strategy, exploration, dynamic programming, and more. Moreover, the certification course will provide you with a chance to apply TD algorithms, Expected Sarsa, Q-learning, and more.

Instructors will conclude the Sample-based Learning Methods online course by looking at how algorithms can combine model-based planning and temporal difference updates to fast-track learning. Additionally, the certification course offers the flexibility to learn at your own pace in your own time and set your own deadlines. 

You will also receive a combined shareable certificate from the University of Alberta and Coursera, upon completion of the Sample-based Learning Methods course.

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5 Weeks
Intermediate
13,514
Skills Covered:
Machine learning Knowledge of Artificial Intelligence
Introduction to Deep Learning and Neural Networks with Keras

Offered by

Certificate

Introduction to Deep Learning & Neural Networks with Keras

In the present times where the advances in technology have shifted to IoT (Internet of Things), the concept of Deep Learning can be foreseen as one of the crucial ones, to be understood and well researched. Deep learning is faster and easier to develop and deploy as well. The Introduction to Deep Learning & Neural Networks with Keras certification course, the participants will get a deep insight into the Deep learning models. Furthermore, they will also be able to create models of Deep learning by making use of the Keras library.

The entrant will be introduced to exhilarating applications of Deep Learning. They will be learning about various deep learning algorithms and neural networks which are inspired by the functioning of neurons and the brain with respect to data processing. They will also get an insight into the working of the neural networks to feed the data throughout the network.

The Introduction to Deep Learning & Neural Networks with Keras training will provide knowledge about optimisation of variables as per the defined function, gradient descent algorithm, backpropagation, and updating the weights and biases of neural networks. Furthermore, the entrant will be taught about the activation functions and vanishing gradient problems. 

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5 Weeks
Intermediate
3,369
Skills Covered:
Machine learning Knowledge of Artificial Intelligence Knowledge of deep learning
Prediction and Control with Function Approximation

Offered by

University of Alberta, Edmonton , Alberta Machine Intelligence Institute via Coursera
Certificate

Prediction and Control with Function Approximation

Reinforcement learning is a machine learning method that helps to understand how the software agents should take actions according to the situations and requirements. Helps solve all the problems that have large or high dimensional and potential limitless spaces available. It helps one to investigate how policy prediction and evaluation methods like TD and Monte Carlo can be used to help function approximation settings. 

Prediction and Control with Function Approximation certification course by Coursera include features construction techniques for representational learning through a neutral network, RL and backdrop. This course is designed for the candidates who have completed the first and the second part of the reinforcement learning and specialization training as it is a continuation of the same.

By doing the Prediction and Control with Function Approximation training course they will be a field ready and gain knowledge that will help them master their skills and help upgrade their portfolio which will, in the end, help them towards their successful career. 

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5 Weeks
Intermediate
13,514
Skills Covered:
Machine learning Knowledge of Artificial Intelligence
Getting Started with Amazon Web Services Machine Learning

Offered by

Certificate

Getting Started with AWS Machine Learning

Amazon Web Services (AWS), the most comprehensive and vastly adopted cloud platform across the globe, is a fast, easy and cost-efficient platform to build ML applications. The AWS Machine Learning offers tools and services which cater for the developers and organisations to build ML models more efficiently. Globally, AWS Machine Learning is used by developers to build ML models that can test product designs, assess property damages, improve healthcare operations, analyse customer behaviour, fraud detection and much more.

Getting Started with AWS Machine Learning certification course is an online offered by AWS through the Coursera platform. This certificate programme will assist the participants to gain familiarity and working knowledge of AWS Machine Learning. The course content spreads over 5 weeks and includes module videos covering almost every significant aspect of machine learning. Participants will receive a shareable certificate upon completion of this online certificate programme.

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5 Weeks
Intermediate
Free
Skills Covered:
Machine learning Knowledge of Artificial Intelligence
Using Machine Learning in Trading and Finance

Offered by

New York Institute of Finance, New York , Google Cloud via Coursera
Certificate

Using Machine Learning in Trading and Finance

The Using Machine Learning in Trading and Finance online course is providing a platform for the students to learn and study about the basics that are involved in developing advanced strategies that are used in modern machine learning techniques. 

In the online programme on  Using Machine Learning in Trading and Finance by Coursera, the applicants will be studying the key components that are common to all the trading strategies irrespective of the platforms and dimensions. 

In the Using Machine Learning in Trading and Finance certification syllabus, the enrolled students will be covering the comprehensive chapters of-  Regularization: L1, L2, and early stopping, Regularization: dropout, Lab Intro: Keras functional API, Regularization: the basics, Neural networks with Keras functional API, Collect the data, Backtest on unseen data, Selecting a machine learning algorithm, Lab Intro: momentum trading, Creating features, Define the problem, Split the data and others.

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5 Weeks
Intermediate
3,384
Skills Covered:
Machine learning
PyTorch Basics for Machine Learning

Offered by

IBM via Edx
Certificate

PyTorch Basics for Machine Learning

The PyTorch Basics for Machine Learning certification programme is offered by IBM to arm you with the skills for implementing classic machine learning algorithms. You will get to know how PyTorch is used to optimise and create deep learning models. 

During the PyTorch Basics for Machine Learning training, you will learn important models such as linear and logistic regression models. This introductory-level programme will teach you how to train your models and their related concepts like gradient descent, cost and loss.

With the learnings of edX’s PyTorch Basics for Machine Learning course, you will learn to save your training and model in apps like checkpoints, early stopping and cross-validation for hyperparameter selection. Also, basics around the linear object, like their interaction with data with a distinctive number of samples and different dimensions, will be cleared.

The PyTorch Basics for Machine Learning course also includes a final project in the end to assess your skills and performance. You can even get a paid instructor-signed certification after completing the course. The learners also can audit the self-paced programme without paying the fee for a limited duration. 

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5 Weeks
Beginner
Skills Covered:
Machine learning Knowledge of deep learning Knowledge of Numpy
Certificate

Linux for Developers

The Linux for Developers online course is a part of the Open Course Software Development, Linux, and Git Specialization. This course will guide your career path in the right direction, helping you transform from a beginner to a skilled developer.

With the Linux for Developers certification course, you will get a better grasp over the workings of the Linux environment. You will also gain comprehensive knowledge of all the methods and tools essential to operate Linux successfully and meet the “developer demands”.

Besides, since this certification course is a beginner-level course, it will cover the fundamentals of Linux before getting into the technical area of knowledge. You will become familiar with both the basics and the history of Linux.

The Linux for Developers certification course by Coursera will also make you proficient in the field of open-source software development. You will become an expert in using Linux systems daily and work comfortably at the command line.

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5 Weeks
Beginner
3,369
Skills Covered:
Knowledge of Linux
Linux Server Management and Security

Offered by

Certificate

Linux Server Management and Security

The Linux Server Management and Security certification course introduce different versions of Linux and their utilisation in an enterprise environment. Whether you are on your bank’s website, chilling on Netflix, or your home router, it is highly likely that you are working on a Linux system. The majority of computers in the world run on Linux. And after pursuing this training course, you will be fluent in how Linux works from an enterprise standpoint.

The Coursera Linux Server Management and Security online programme is the third of the four-part Computer Security and Systems Management Specialisation module. It consists of pre-recorded video lectures, readings, assignments, and several quizzes spread across a five-week curriculum. These video lectures also include English and Korean subtitles. 

An intermediate-level programme, the University of Colorado System offers the Linux Server Management and Security course. You will require approximately 13 hours to complete this course. Besides, you can reset deadlines in accordance with your learning schedule and convenience. To get the course completion certificate, you have to purchase the paid-program-experience. 

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5 Weeks
Intermediate
3,369
Skills Covered:
Software development skills

Offered by

Certificate

React JS Training Course

The React JS Certification Training Course by Edureka will help you master the various fundamental concepts of React, React Native, and Redux. The course structure will familiarise you with building simple components and then integrating them into complex design components. 

Moreover, the React JS Certification Training Course consists of in-depth material about React, starting with its fundamental concepts and architecture, to its advanced features. You will learn the useful application of React and Redux together for building web applications and using React Native for developing responsive UIs to manage a mobile environment’s user interactions. The course module consists of hands-on projects and practical assignments for industry-based learning.

Furthermore, the React JS Certification Training Course by Edureka consists of instructor-led live online modules. You will learn through PDFs, video sessions, and PPTs. The training programme encompasses everything to shape you into an enhanced software professional, fluent in React. After course completion, you will get a React Frontend Developer Certification by Edureka. 

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5.5 Weeks
17,795
Skills Covered:
Web application development skills
Introduction to Containers Docker, Kubernetes and OpenShift

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Certificate

Introduction to Containers w/ Docker, Kubernetes & OpenShift

The Introduction to Containers programme introduces you to containers and how they differ from virtual machines. The curriculum also covers the significance of containers in cloud computing, along with the proliferating ecosystem of related technologies such as Kubernetes, Docker, Red Hat OpenShift, and Istio.

Throughout the Introduction to Containers course, you will apply what you have learnt with hands-on labs and exercises. From getting started with Docker to scaling and orchestration with Kubernetes, and simplifying deployments with OpenShift, the hands-on labs cover them all. You can access the labs on IBM Cloud and Skills Network Labs environments using your web browser. Moreover, you can access all the programme materials free of cost. 

You will also work on a project at the end of the Introduction to Containers programme. In this project, you will construct a container image and scale and deploy it on the cloud using OpenShift. You can also opt for Coursera’s certificate and improve your employability in this field easily, as everyone from small businesses to large MNCs is transitioning to these platforms.

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5 Weeks
Intermediate
3,384
Skills Covered:
Knowledge of cloud computing
Penetration Testing Post Exploitation

Offered by

NYU via Edx
Certificate

Penetration Testing Post Exploitation

5 Weeks
Intermediate
Free
Penetration Testing Discovering Vulnerabilities

Offered by

NYU via Edx
Certificate

Penetration Testing Discovering Vulnerabilities

5 Weeks
Intermediate
Free
Full Stack Applied Artificial Intelligence Course

Offered by

Certificate

Full Stack Applied AI Course

This program on ‘Full Stack Applied AI Course’ is developed and designed by the data science institute for the candidates to transform into python professionals with AI and ML skills. The program is scheduled for four hundred hours and the candidates will be required to attend a total number of fifty classes in which they are allowed to explore the features of deep learning, machine learning, and data science within the scope of applied artificial intelligence to meet the business needs.

The learners will get hands-on experience with the software tools such as Python and other data science aspects. The ‘Full Stacked Applied AI online course’ curriculum is application-based and includes data extraction, wrangling statistical frameworks, supervised and unsupervised machine learning strategies that are required for various applications of AI. The assignments, case studies, projects, and evaluation helps the students upskill themselves with experimental industrial insights and gain a valuable certification.

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820 Hours
71,100
Skills Covered:
Machine learning Data science knowledge Knowledge of Python Knowledge of Artificial Intelligence Knowledge of deep learning Data Wrangling
Post Graduate Diploma Program in Data Science

Offered by

Certificate

PG Diploma Program in Data Science

The PG Diploma Program in Data Science online course prepares candidates to make and grow their careers in the field of Data Science. Data science is a broad field that employs scientific techniques, procedures, systems, and algorithms to extract important data and information from structured and unstructured data sets and apply new learning and actionable data across a wide variety of application areas.

This PG Diploma Program in Data Science training is intended for all professionals, covering job topics such as machine learning algorithms, Python and R programming, data visualization with Tableau and NLP concepts via an online learning model that includes teaching sessions by international instructors, IBM Hackathons, practical labs, and capstone projects.

Vitti created the PG Diploma Program in Data Science syllabus in conjunction with IIIT-Bhagalpur. Candidates will be able to gain a thorough grasp and experience of data science and machine learning through this program. Candidates who complete this PG course can sit for the IBM Exam and receive a digital badge and certificate from IBM.

...Read More
800 Hours
2,75,000
Skills Covered:
Data science knowledge Knowledge of Artificial Intelligence Knowledge of Data Visualization
Artificial Intelligence for Managers

Offered by

Certificate

Artificial Intelligence for Managers Course

The students in the Artificial Intelligence for Managers Course certification benefit by learning from the industry experts. The certificate that the students will be receiving will be credited by IABAC. There is also a provision of both self-paced learning and integrated learning. To make the students well aware there are a host of case studies that are included in the course curriculum. The artificial intelligence programme can be pursued in three different forms namely, Blended learning, Live Virtual and Classroom training. Candidates willing to pursue this programme can do so as per their choice and preference. These three different modes impart convenience to the candidates in pursuing this programme. 

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1 Months
39,000
Skills Covered:
Knowledge of Artificial Intelligence

Offered by

Certificate

Business Transformation with Google Cloud

1 Months
Beginner
3,744

Offered by

Certificate

Text Mining With R

The importance of data structuring and predictive modelling continues to grow. As a result, the need for certified analysts has also increased significantly. The Jigsaw Academy Text Mining with R training has been specifically created to allow you to understand the various ways to structure raw data.

Moreover, the Text Mining with R course has been created, keeping in mind the specific requirements of the industry. The curriculum will broadly cover Text Mining, standard expressions used in R, topic modelling, clustering, among others.

Candidates will also undertake numerous case studies throughout Text Mining with R programmes. These can include processing texts from popular magazines using different methods of analysis. They will also have faculty and technical support throughout the certification course.

In addition, the Text Mining with R certification course is accessible to the candidates via mobile phones. They can use an application to access the course content and learn at convenience. Once candidates finish the training course, they will receive the certificate after passing a certification exam. 

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1 Months
6,600
Skills Covered:
R Programming Knowledge of Data mining

Offered by

Certificate

Random Forest

Conducted by Jigsaw Academy, the Random Forest certification course is worth not missing pursuing. Imparting an in-depth understanding of different tools and technologies used in Random Forest, the one-month course is definitely worth going for. The course can be finished in an online mode within a month. Only those candidates who have a basic informational knowledge of topics like statistics, machine learning, and R can participate.

The Random Forest training has been designed and conceptualized by experts in this industry. With the growth and advent of technology, it is essential to stay abreast with current developments in this industry. Random Forest Certification course by Jigsaw Academy will give immense exposure to the candidates and help them in learning algorithmic machine learning methods and several other subjects. 

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1 Months
3,300
Skills Covered:
R Programming Machine learning

Offered by

Certificate

General Boosting and Bagging

Imparted by Jigsaw Academy, the General Boosting and Bagging certification course emerges to be a programme that is worth not missing. The course is specialised and conceptualised in a way that will aid candidates in practically implementing the concepts learned. The programme is delivered via different modes such as case studies. 

The General boosting and bagging training course builds an ensemble of algorithms for machine learning using boosting and bagging techniques. The main aim of the course is to enable students to build as well to apply prediction functions by focusing on the practical applications of machine learning methods. The one-month programme will give students an insight into machine learning methods Random Forest, Boosting & Bagging methods as well as Support Vector Machines. 

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1 Months
3,300
Skills Covered:
R Programming

Offered by

Certificate

Support Vector Machines

The changes in technology have really gone so far and reached higher day by day and with that, the use of kernel functions has begun developing at a higher rate too.  This Support Vector Machines certification course makes the standard of learning about the support Vector machines pretty easy. Support vector machines really help in understanding and solving the convex optimization process. 

Machine learning would be very easy after the completion of this Support Vector Machines training course. The support vector machine technique was brought in 1995. The revolution of vector machine study brought a big change in the industry of machine study. This Support Vector Machines programme by Jigsaw Academy is something worth not missing. 

...Read More
1 Months
6,600
Skills Covered:
Machine learning

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