1348 Courses and Certifications

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R Programming Basics for Data Science

Offered by

IBM via Edx
Certificate

R Programming Basics for Data Science

5 Weeks
Beginner
Free
Internet of Things Programming and Big Data

Offered by

Certificate

IoT Programming and Big Data

5 Weeks
Beginner
Free
Certificate

Deploying TinyML

The Deploying TinyML Certification Course is an open online course that introduces students to the steps involved in implementing TinyML applications. The course will help students understand the workings of the software along with the right codes required to deploy their tiny microcontroller-based device. It is a specialized course and a mix of computer science and electrical engineering.

The Deploying TinyML Training Course is an intermediate-level course that requires learners to have basic knowledge of the Applications of TinyML and Basic Programming in C/C++. The course taught in a self-paced manner will be beneficial for students who wish to earn a professional certificate in Tiny Machine Learning.

The Deploying TinyML Online Course is taught over 5 weeks with the aid of online course materials. The course is instructed by Vijay Janapa Reddi, Professor at Harvard University and Pete Warden, Technical Lead at Google. After the completion of the online assessment process, students will get access to a certificate in the paid verified mode. In the free audit mode, they can get a limited duration of access to the self-paced course. 

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5 Weeks
Intermediate
Free
Skills Covered:
Knowledge of deep learning Data science knowledge Machine learning Knowledge of Artificial Intelligence

Offered by

IsraelX , Technion - Israel Institute of Technology via Edx

Offered by

IsraelX , Technion - Israel Institute of Technology via Edx
Using JavaScript JQuery and JSON in Django

Offered by

Certificate

Using JavaScript, JQuery, and JSON in Django

5 Weeks
Intermediate
Free
User Interface Personalization

Offered by

Certificate

User Interface Personalization

5 Weeks
Beginner
Free
Introduction to Database Queries

Offered by

NYU via Edx
Certificate

Introduction to Database Queries

5 Weeks
Beginner
Free
Advanced Database Queries

Offered by

NYU via Edx
Certificate

Advanced Database Queries

5 Weeks
Intermediate
Free
NoSQL Database Basics

Offered by

IBM via Edx
Certificate

NoSQL Database Basics

5 Weeks
Beginner
Free
Applied Deep Learning Capstone Project

Offered by

IBM via Edx
Certificate

Applied Deep Learning Capstone Project

The Applied Deep Learning Capstone Project certification programme is a five-week-long online course curated by IBM. During this capstone project, you will get practical, hands-on experience in developing, training and testing a Deep Learning model. For this purpose, you will be using either PyTorch or Keras.

edX’s Applied Deep Learning Capstone Project is an advanced-level programme that is also a part of a Deep Learning professional certificate of edX. With the help of this course, you will learn how to preprocess and load data for a real-life problem, create a model and finally validate it. 

The Applied Deep Learning Capstone Project programme by edX requires only two to four hours per week to study. You will learn through video lessons and ultimately master the procedure of generating a Deep Learning pipeline. At last, you are required to present a project report to showcase your competence in the domain of Deep Learning. EdX provides two tracks to pursue the self-paced course; verified and free audit. In the former mode, the learners can access the programme unlimited and get a certificate of completion. In the free mode, they can audit it for a limited duration. 

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5 Weeks
Expert
Free
Skills Covered:
Statistical skills Data science knowledge Knowledge of deep learning
Using GPUs to Scale and Speed-up Deep Learning

Offered by

IBM via Edx
Certificate

Using GPUs to Scale and Speed-up Deep Learning

Training sophisticated Deep Learning models takes plenty of time. The Using GPUs to Scale and Speed-up Deep Learning certification programme sheds light on how accelerated hardware like Nvidia GPU (Graphics Processing Unit) or Google’s TPU (Tensor Processing Unit) can be used to shorten computations time on the cloud.

During edX’s Using GPUs to Scale and Speed-up Deep Learning course, you will understand what accelerated GPU-based hardware is and how it can help you overcome scalability challenges in Deep Learning. You will also get familiar with IBM’s Power Systems with Power AI and Nvidia GPU.

The Using GPUs to Scale and Speed-up Deep Learning will also acquaint you with popular Machine Learning dependencies and learnings supported by Power AI. These include Caffe, Theano, Tensorflow and Torch. Lastly, with this course, you will get practical experience of deploying Deep Learning networks on accelerated hardware for numerous problems, such as classifying videos and images.

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5 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Artificial Intelligence Knowledge of deep learning
Deep Learning Fundamentals with Keras

Offered by

IBM via Edx
Certificate

Deep Learning Fundamentals with Keras

The Deep Learning Fundamentals with Keras online course by edX is designed to familiarise you with the domain of Deep Learning. It is a five-week-long programme, during which you will learn about the basics of various Deep Learning models, the fundamentals of neural networks, and some of the most interesting Deep Learning applications.

Through the Deep Learning Fundamentals with Keras certification course, you will get practical experience, building a Deep Learning model with the powerful and easy-to-use Keras library. Also, you will develop an understanding of unsupervised and supervised Deep Learning models.

The Deep Learning Fundamentals with Keras certification syllabus is divided into four extensive modules. You are required to devote merely two to four hours every week to your studies.  As you progress across the modules, you acquire in-depth knowledge of how Keras is used to train, test and build Deep Learning models. Moreover, you will understand how neural networks learn. Upon completion, you can also get the verified certificate and earn a skill badge to showcase your acquired knowledge if you pursue it by paying free. For free, you can get a limited duration of access to the course. 

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5 Weeks
Intermediate
Free
Skills Covered:
Knowledge of deep learning
Building Containerized Applications on AWS

Offered by

Certificate

Building Containerized Applications on AWS

Container technology is a packaging method that enables applications to run with isolated dependencies and has existed for years. The most popular options in container technologies are Kubernetes and Docker, both with distinct features and challenging to orchestrate. Building Containerized Applications on AWS Online Certification by Edx is an introduction to the use of container technologies in modern applications, helping you solve such problems. 

Furthermore, the Building Containerized Applications on AWS certification syllabus explores various services such as Amazon Elastic Kubernetes Service, Amazon Elastic Container Service, and Amazon Elastic Container Registry. 

Through the  Building Containerized Applications on AWS training, students will gain exposure to the services mentioned above, with thorough guidance from expert instructors. The certification program curriculum also includes practical assignments and lab exercises to help students learn about managing container technologies.

Besides, the Building Containerized Applications on AWS program is a free online course that gives students an opportunity to learn new skills and earn a digital certificate to add to their CV.

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5 Weeks
Intermediate
Free
Skills Covered:
Knowledge of AWS Technology
Building ETL and Data Pipelines with Bash Airflow and Kafka

Offered by

IBM via Edx
Penetration Testing Exploitation

Offered by

NYU via Edx
Certificate

Penetration Testing Exploitation

5 Weeks
Intermediate
Free
Automated Software Testing Unit Testing Coverage Criteria and Design for Testability

Offered by

Delft University of Technology via Edx
Automated Software Testing Model and State Based Testing

Offered by

Delft University of Technology via Edx
Analyzing Data with Excel

Offered by

IBM via Edx
Certificate

Analyzing Data with Excel

The Analyzing Data with Excel certification course is a self-paced 5 weeks online programme that is designed and offered by IBM on the platform of edX. By just focusing on 3-5 hours every week at their own speed, the learners can finish learning. Though the course is initially free, a nominal fee is required in case students wish to upgrade, get unlimited material access, and receive certificates along with verified badges. This is an introductory course that gives applied knowledge, and hands-on practice of lab exercises.

Analyzing Data with Excel training will give knowledge in the in-demand topics required for business. The students will be able to build basic knowledge of different kinds of Excel spreadsheets for performing the fundamental data analysis. This online introductory programme with zero admission prerequisites actually in its syllabus covers the working features of Microsoft Excel that will assist students in analysing their data.

The candidates can select from among the 2 tracks, the audit track and the other, the verified track. If one wants limited but free access their pick can be the audit track and if someone needs unlimited course material access they can upgrade to the paid verified track.

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5 Weeks
Beginner
Free
Skills Covered:
Knowledge of Excel
Brand Management

Offered by

Certificate

Brand Management

The certification course on “Brand Management'' by edX is primarily structured to provide aspiring students with a strong foundation and depth of understanding of the methods involved in the area of brand management. The session in vivid detail will help the students to learn and study more about the subject of “business and management”.

Brand Management by edX will be partnered by IIMBx. During the session, participants will be learning at their own pace. They will be provided with the basics of brand equity and brand communication. Aspirants will be guided by industry experts. The course will also guide students to learn about the principles of - “brand image” and “brand personality”. The Brand Management certification course level is purposely structured as “introductory” so that students learn in more dynamic and detailed structures. The 5-week course will provide participants with various examples from markets so that students learn more.

The candidates can join the online programme either in the paid track or the free audit track. The paid track provides unlimited access to the course and a certificate of completion while the free audit track gives access to the programme only for a limited duration. 

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5 Weeks
Beginner
Free
Skills Covered:
Brand Management
Certificate

Fundamentals of TinyML

The Fundamentals of TinyML Training Course is an open course provided on the HarvardX platform coordinated by edX and Harvard University. The course will introduce students to the fundamentals of embedded systems and machine learning along with the core aspects of TinyML language.

The Fundamentals of TinyML Certification Syllabus will benefit students who are interested in data analysis and statistics. The course is an introductory level course that requires students to have knowledge about basic scripting techniques in Python. The course is supported by online study materials and instructed by Vijay Janapa Reddi and Laurence Moroney.

The Fundamentals of TinyML Course is taught over 5 weeks in a self-paced manner. The course focuses on the main aspects of deep learning, machine learning, and embedded devices and systems, like smartphones and other devices. Upon the successful completion of the online exams and assignments, students will receive a certificate if they choose the verified mode with the course fee. In the free mode, they can audit it for a limited period. 

...Read More
5 Weeks
Beginner
Free
Skills Covered:
Machine learning Knowledge of deep learning Data science knowledge Knowledge of Artificial Intelligence
Data Analytics Basics for Everyone

Offered by

IBM via Edx
Certificate

Data Analytics Basics for Everyone

5 Weeks
Beginner
Free
Certificate

Freedom of Expression and Information in the Time of Globalization: Foundational Course

Technology has transformed the way information is produced and distributed. It impacts societies and not only influences but defines the way we communicate. With the Freedom of Expression and Information in the Time of Globalization: Foundational Course certification by edX, you will learn about the global norms that protect our freedom of expression and information. You will study how these norms emerged over time, as technology got more advanced and how these norms transcend national and regional differences. 

Classic philosophical works on the concept of freedom of expression, international human rights laws, and significant decisions taken by national and international courts are discussed in the Freedom of Expression and Information in the Time of Globalization: Foundational Course Since this human rights course is a Columbia University offering, you will have access to case analyses from their Global Case Law Database. Other suggested readings will be available for free on the Internet. 

In addition to the recorded video lectures by Dr Agnes Callamard, there will be supplementary lectures by international experts. These lectures will add to the topics discussed in the main lectures, or address additional issues, which could not be included in the Freedom of Expression and Information in the Time of Globalization: Foundational Course certification syllabus. By enrolling in any one of the tracks namely verified and audit the students may learn the programme. During the audit track, learning is free for a limited time period whereas during the verified track learning is unlimited but paid.

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5 Weeks
Intermediate
Free
Skills Covered:
Knowledge of law
The Science of Parenting

Offered by

Certificate

The Science of Parenting

There are a lot of rumours, disputed claims, and scientifically fraught decisions surrounding the act of parenting. Every day, some research or the other comes up with a new claim and changes how we look at parenting while adding to the confusion by making contradictory statements. The University of California, San Diego, has created The Science of Parenting online course to dispel this confusion. 

The Science of Parenting training looks directly at science and trains candidates to critically approach parenting. It covers various topics like diet, sleeping, discipline and impulse control that are central to the lives of parents. The course explores how science makes claims from correlational data that often may be far from reality. 

The short-term course on The Science of Parenting by edX is five weeks long. During the training, you will acquire critical thinking and decision-making skills and learn how to avoid errors and make sensible decisions. You can enrol in this programme for free and audit it for a limited period. The learners can also choose to purchase the verified certificate by paying the fee. 

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5 Weeks
Beginner
Free
Skills Covered:
Discipline Parenting skills
Analyzing Data with Python

Offered by

IBM via Edx
Certificate

Analyzing Data with Python

Analyzing Data with Python certification course is designed by IBM and taught by Joseph Santarcangelo - PhD., Data Scientist at IBM, which is delivered by edX, which is targeted at the students looking for a comprehensive learning environment that could assist in their mastery of the concepts and methods required to develop the skills necessary for analyzing data with the Python programming language. Students who are interested in enrolling in the Analyzing Data with Python online classes by IBM and edX should be familiar with the fundamentals of programming in Python.

Analyzing Data with Python online training is a 5-week learning program that includes approximately 20 hours of extensive video-based materials that cover topics such as data loading, data manipulation, data preparation, data cleaning, linear regression, data visualization, ridge regression, polynomial regression, and machine learning models. Students who successfully finish the verified version of this program will also receive a skill badge that validates their knowledge and skills. This self-paced programme free course and they learners can upgrade it to the verified mode and get certification by paying the course fee. 

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5 Weeks
Beginner
Free
Skills Covered:
Knowledge of Python Decision making skills Machine learning Statistical skills Knowledge of Data Visualization
Deep Learning with Tensorflow

Offered by

IBM via Edx
Certificate

Deep Learning with TensorFlow

A considerable amount of the world’s data is unstructured, including text, sound, images, etc. By joining the Deep Learning with TensorFlow certification course, you will learn how Deep Learning can be applied with TensorFlow to this kind of data and solve real-life problems. You will study the main functions, execution pipeline, basic concepts and operations of TensorFlow.

During the 5-week duration of the Deep Learning with TensorFlow online program, you will explore various kinds of Deep Architectures, like Autoencoders, Recurrent Networks, and Convolutional Networks. Also, you will learn how to implement TensorFlow for backpropagation to adjust the biases and weights while training the neural networks.

With the help of edX’s Deep Learning with TensorFlow course, you will learn how TensorFlow can be used in regression, minimizing error functions, curve fitting and classification. The course offers you free access to its contents for a limited duration and you can also get the option to avail of a professional certificate on completion after paying the prescribed fee. 

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5 Weeks
Intermediate
Free
Skills Covered:
Statistical skills Knowledge of deep learning
C Programming Getting Started

Offered by

Certificate

C Programming: Getting Started

The C Programming: Getting Started Online Course will provide learners with the basic principles of C programming, which is considered one of the most popular programming languages. The learners will get the opportunity to use a browser tool and test their hands-on coding skills to learn and improve through practical applications.

The C Programming: Getting Started Training Course is taught over 5 weeks in a self-paced manner. The course is instructed by Petra Bonfert-Taylor, Professor at Dartmouth College, and Remi Sharrock, Professors at IMT. This programming course is the first course in the C Programming with Linux Professional Certificate programme.

The C Programming: Getting Started Certification course requires 4 to 5 hours weekly for learners to understand the concepts properly. The course receives financial support from the Patrick & Lina Drahi Foundation. The course will be delivered through online study materials and assessed through online assignments and exams. EdX gives two options for learners to pursue the self-paced course, namely, verified and audit-free. In the verified mode, the learners can access the self-paced course unlimitedly and in the free mode, they can audit it for a limited duration. 

...Read More
5 Weeks
Beginner
Free
Skills Covered:
Computer skills Programming skills Knowledge of Algorithms
Certificate

Machine Learning for Data Science and Analytics

5 Weeks
Beginner
Free

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