4040 Courses and Certifications

Online IT Software Courses & Certifications

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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.

...Read More
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. 

...Read More
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. 

...Read More
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.

...Read More
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.

...Read More
5 Weeks
Intermediate
4,115
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
Free
Skills Covered:
Machine learning Knowledge of deep learning Knowledge of Numpy
Conversational Selling Playbook for Sales Development Representative

Offered by

Certificate

Conversational Selling Playbook for SDRs

The Conversational Selling Playbook for SDRs certification programme is a five-week-long online course developed by the SV Academy and Salesforce. It will teach you the eight principles of conversational selling methodology that you can use for achieving success in your career. It is the third course in the ‘Salesforce Sales Development Representative Professional Certificate’ course series. 

Coursera’s Conversational Selling Playbook for SDRs online course imparts in-depth knowledge of sales development and related concepts. You will learn via video lectures delivered by expert instructors, quizzes and readings.

The Conversational Selling Playbook for SDRs online course by Coursera will enable you to create an effective omni channel sales strategy to reach prospects through social media, email, video and phone. You can even gain access to an e-certificate after completing the course.

The Conversational Selling Playbook for SDRs training will also introduce you to the unique approach to objection handling. With the help of this course, you will study the framework for high-quality prospecting to achieve optimum results.

...Read More
5 Weeks
Beginner
4,115
Skills Covered:
Sales skills
Industrial IoT Markets and Security

Offered by

Certificate

Industrial loT Markets and Security

The lot market is the main connection between machines and equipment in a factory of the digital world also called the cloud. IoT helps one to analyse, collect more data, and help make better decisions in the end. Today’s manufacturers know it is important to bring IT closer to operational technologies that control all their machines and equipment. The term industry 4.0 has now set manufacturing standards for all the manufacturers for creating smart factories where no much labor force is required just by using industrial loT.

But with the advancement of technology, there are a few dark sides of the advancements that everyone has to keep in mind and take care of, it is the security of all the systems that are used. Security is extremely necessary for the manufacturers from harmful viruses and other things that intend to harm their system and the data that is stored. This can lead to a huge loss to the manufacturers.

This course will help build employees of the future who will have the required skills and knowledge about the security problem and the Industrial lot markets. Help them to build a bright future ahead.

...Read More
5 Weeks
Intermediate
13,514
Skills Covered:
Knowledge of Cyber Security
Site Reliability Engineering Fundamentals and Security

Offered by

IBM via Edx
Certificate

SRE Fundamentals and Security

5 Weeks
Intermediate
Free
Introduction to TCP IP

Offered by

Yonsei University, Seoul via Coursera
Certificate

Introduction to TCP/IP

The Introduction to TCP/IP certification course is designed to equip you with the fundamentals of internet technology. The training course is set to cover the operational functions of Internet technologies such as IPv4, IPv6, routing, TCP, domain names, and much more. You will successfully gain the essential skills and techniques of communications protocol, IP address, Network Protocols, and Wireshark. 

The Introduction to TCP/IP online course further covers the basic principles of our PC/Laptop’s gateway and security setup. You will receive a comprehensive overview of the cybersecurity framework and cyber-attacks that form an essential part of the internet eco-system today.

Moreover, Yonsei provides the Introduction to TCP/IP course in association with Coursera. It comprises industrial professionals and experts as faculty members to strengthen your foundation in the diverse network and communication protocols of the TCP/IP framework.

Besides, since the training is self-paced, candidates can learn comfortably at their convenience. The Introduction of TCP/IP certification course is sure to equip you with the skills needed to apply the learnings in the real world.

...Read More
5 Weeks
Beginner
Free
Skills Covered:
Networking Knowledge of Cyber Security
Certificate

Information Security Context and Introduction

The Information Security: Context and Introduction online course by Coursera is tailored to help you develop an introductory knowledge of various topics about information security. You will learn to appreciate the real scope and nuances attached to the subject. The course also covers an information security model, career opportunities in the field, and other skills that must be acquired to become an information security expert. 

The Information Security: Context and Introduction programme also takes you through an array of information security related topics like computer cryptography, information security management, and other computer security measures. It is designed to help you acknowledge the depth of the subject and why information security is essential in today’s world.

In addition to high-quality video lectures, the Online Information Security: Context and Introduction Course has a lot of reading material. Besides, you can benefit from the plentiful practice tests and graded assignments as well. Upon successful course completion, you are eligible for a course completion certificate that you can display on your Coursera accomplishment page. You can attach it directly to your LinkedIn profile, or print it.

...Read More
5 Weeks
Beginner
Free
Skills Covered:
Knowledge of Cyber Security
Windows Server Management and Security

Offered by

Certificate

Windows Server Management and Security

The Windows Server Management and Security course is developed by the University of Colorado and offered on the online educational website Coursera. The online course is designed for the students to complete it in twelve hours together. The study is about the Windows server systems, their installation, and customizing users along with improving the server’s security system.

The course is instructed by Greg Williams, Lecturer in the Department of Computer Science at the University of Colorado. The online training programme lets the candidates discuss the designing and technical process involved in building the server side of Windows in a business setting and is a part of the computer security and systems management specialization. In the programme, the practical lecturers and the experimental exercises help the students gain expertise on the combination of technical and theoretical knowledge in building the operating systems and for evaluating the same contributing to the system management.

...Read More
5 Weeks
Beginner
3,275
Skills Covered:
Computer skills Knowledge of cloud computing
Enterprise System Management and Security

Offered by

Certificate

Enterprise System Management and Security

Coursera, the online educational platform provides the Enterprise System Management and Security online course which is designed by the University of Colorado. The online programme is one among the Computer Security and System Management Specialization offered in Coursera. This training is guided by the course instructor Greg Williams, lecturer at the Department of Computer Science.

The Enterprise System Management and Security course help the learners understand the variation of enterprise computing systems from the home computing system. The course also delves into the topic of computer security and its significance in maintaining system management. The practical methodologies used in the course instruction and the flexible learning techniques make it convenient for the students to learn at their own pace. This online training consists of modules designed for five weeks that will need the candidates to spend almost twelve hours in total to complete the programme. The course aims to prepare the trainees to create and audit enterprise systems. 

...Read More
5 Weeks
Beginner
3,275
Skills Covered:
Knowledge of Cyber Security Knowledge of ITIL Knowledge of computer networking Auditing skill Systems analysis
Network Security Introduction to Network Security

Offered by

NYU via Edx
Certificate

Network Security Introduction to Network Security

5 Weeks
Intermediate
Free
Network Security Protocols

Offered by

NYU via Edx
Certificate

Network Security Protocols

5 Weeks
Intermediate
Free
Advanced Database Administration

Offered by

NYU via Edx
Certificate

Advanced Database Administration

5 Weeks
Intermediate
Free

Offered by

University of the Witwatersrand, Johannesburg via Edx
Certificate

Digital Transformation and the IT Team

Digital Transformation and the IT Team certification course will furnish you with reasonable models for comprehension, and drawing in with, advanced change measures. Advanced change is involved in various social, financial, and hierarchical segments, which makes it hard to depict and screen the cycle. The 'Computerized Diamond' gives a model to bunching numerous parts into the four key components of any advanced change measure, making it conceivable to think about the general heading of advanced change in an association.

As advanced advances are consolidated into business measures, associations endeavor to keep a dynamic balance among 'bedlam' and 'request', dexterity, and soundness. The 'Complex Adaptive Situational Model' (CASM) gives a method of understanding the complexities of progress in arranged associations. As computerized advances are fused into a scope of business works, the part of the IT work is evolving. The idea of 'business innovation' encourages us to comprehend this move, and reconceptualize the job of the CIO group in associations that require significant levels of advanced proficiency across business capacities.

Together, knowledge of these models and theoretical systems will permit you to draw in with advanced change measures in your own area and association after completing Digital Transformation and the IT Team certification course.

...Read More
5 Weeks
Beginner
Free
Skills Covered:
Knowledge of IT industry
Legal Tech and the Digital Transformation of Law

Offered by

Austral University, Buenos Aires via Coursera
Certificate

Legal Tech and the Digital Transformation of Law

The Legal Tech and the Digital Transformation of Law online programme is offered online by the education provider Coursera and is developed by the Universidad Austral. The course is scheduled for five weeks with fourteen hours of course materials. The Legal Tech and the Digital Transformation of Law online programme is instructed by professor Federico Ast who will guide the learner through the course training.

The course provides an overview of the legal tech markets and their components. It helps the learners to identify the important market trends to support your future career in the legal industry. The candidates will get an opportunity to learn about the digital and technological influence on the law firms, in-house lawyers, and the legal and justice system in general. The Legal Tech and the Digital Transformation of Law online certification course offers the tools that are essential for the transformation of the field of law. The informative videos and lectures assist the learning process for the candidates.

...Read More
5 Weeks
Beginner
Free
Skills Covered:
Legal Knowledge Knowledge of law Knowledge of Artificial Intelligence Knowledge of Blockchain Knowledge of Digital Tools
Data Visualization with Python

Offered by

Certificate

Data Visualization with Python

The Data Visualisation with Python course, offered by IBM via Coursera, is designed to teach learners how to use Python for creating compelling data visualisations. This course focusses on various Python libraries and tools that are essential for data visualisation, making it suitable for those who want to enhance their data analysis skills. Data Visualisation with Python certification course, offered by IBM has total duration of 20 hours and learners can complete the Data Visualisation with Python certification course at their own pace. 

Students will learn the implementation of data visualisation techniques and plots using Python libraries, such as Matplotlib, Seaborn, and Folium to tell a stimulating story along with generating interactive dashboards, creating different types of charts and others, during the completion of Data Visualisation with Python course, offered by IBM via Coursera. A sharable certificate will be provided. Data Visualisation with Python certification course is available in English and 22 other languages with 11 quizzess and one assignment.

...Read More
5 Weeks
Intermediate
4,122
Skills Covered:
Knowledge of Python Knowledge of Data Visualization
Natural Language Processing

Offered by

Certificate

Natural Language Processing

The ‘Natural Language Processing’ online certification course is provided for the eligible students to equip themselves with the advanced skills of NLP for everyday tasks, suggest outlooks, and identify the optimum techniques. This online free course is provided by Coursera online education platform and the curriculum is developed by the HSE University. The course duration is designed to be completed in thirty-two hours and the students are allowed to work with flexible deadlines.

The course instructors for this online training are academic and industrial professionals Anna Potapenko(Researcher), Alexey Zobnin(Associate Professor), Anna Kozlova(Team Lead), Sergey Yudin(Analyst-Developer), etc. This course is part of the Advanced Machine Learning Specialization and enables participants to learn using course content provided with subtitles in Arabic, French, Portuguese, Italian, Vietnamese, Korean, German, Russian, English, Spanish, and other practical learning methodologies.

The ‘Natural Language Processing’ online training program helps students receive a course certificate that is shareable online after finishing the course study, assessments, and tests.

...Read More
5 Weeks
Expert
Free
Skills Covered:
Natural Language Processing Machine learning Knowledge of deep learning

Offered by

Certificate

Android Basics: Networking

The Android Basics: Networking program is designed for beginner-level students which can be accessed through the platform named Udacity. The course is available as a free program. Students who register for this online course will gain valuable insights on how to make apps for android mobiles. The course will be supervised by two industry professionals. The course is carried out on a self-paced basis which makes students decide their study schedules depending upon their preferences. The flexible timings of the program allow the participants to complete the course without any restrictions and deadlines. The Android Basics: Networking certification syllabus of the online program can be completed in the time period of five weeks.

The study material for the entire Android Basics: Networking certification course is already available in the program, however, students are free to use the external reading materials. The students will be able to receive a certification when the entire program is over. The Android Basics: Networking online course also comprises quiz sessions and assessments for students other than the video lectures. In order to join the course, students do not require any specific qualifications or work experience. 

...Read More
5 Weeks
Beginner
Free
Skills Covered:
Knowledge of Android Software Development
IoT Networks and Protocols

Offered by

Certificate

IoT Networks and Protocols

The IoT Networks and Protocols training is designed by Curtin University in collaboration with edX to provide knowledge about IoT. This is a short-term accreditation that will go on for five weeks. It is developed for individuals starting in the field. 

With a primary focus on how IoT works, this course will equip you with how IoT networks operate in conjunction with the 'things'. The IoT Networks and Protocols certification syllabus will cover core topics such as connection types, layer models, IoT standards, and protocols. 

The IoT Networks and Protocols certification course by edX comes under the purview of computer science. You can enrol in this course for free, but you will only get a certification if you are willing to pay a small amount. You can access the pre-recorded video lectures at convenience. 

And the best part? You will have access to its video transcripts for self-directed learning. This will enable you to learn the curriculum efficiently. 

Additionally, you will be taught by three well-qualified mentors working at Curtin University. They are highly experienced in their respective fields to provide you with a holistic learning experience. 

...Read More
5 Weeks
Beginner
Skills Covered:
Knowledge of computer networking
Architecting Smart Internet of Things Devices

Offered by

Certificate

Architecting Smart Internet of Things Devices

Various software and hardware components are available currently. These pre-made products primarily help in reducing the time to market. The Architecting Smart IoT Devices by Coursera will familiarise you with these available components, such as operating systems, processor families, networks, and boards. It is an intermediate-level course that will teach you about integrating and using these components in real-time. 

The Architecting Smart IoT Devices certification syllabus will cover essential topics, such as IoT (internet of things) components, device drivers, synchronisation, device simulations, software development tools, real-time scheduling, architecting IoT devices, etc. 

Once you’re done with the course learnings, you will acquire knowledge of IoT, RTOS (real-time operating system), and debugging skills, along with the required knowledge to start implementing and architecting your embedded device. You will be able to finetune and debug your device and know how to make it operate on low power supplies.

Moreover, EIT Digital offers the Architecting Smart IoT Devices programme. It is a 100% online course with flexible deadlines, multiple subtitles, industry-expert instructors, and a valuable certification to bolster your CV. Learning through a comfortable schedule, you can adequately finish this curriculum in 33 hours. 

...Read More
5 Weeks
Intermediate
Free
Skills Covered:
Software development skills
Internet of Things Programming and Big Data

Offered by

Certificate

IoT Programming and Big Data

5 Weeks
Beginner
Free

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