30 Courses and Certifications

Free Data Analytics Courses & Certifications

Career Category
Specialization
Job Role
Skills
Introduction to Analytics Modeling

Offered by

Certificate

Introduction to Analytics Modeling

Analytical models play a crucial role when it comes to interpreting data, making business decisions, and predicting outcomes. The Introduction to Analytics Modelling online course is part of the MicroMasters programs in Analytics: Essential Tools and Methods. It will teach learners all about the fundamental analytical models and methods, and how to implement them using tools like R, which are common in the industry.

After completing the Introduction to Analytics Modelling online training programme, candidates will have at their disposal, all the tools needed to solve a particular business problem. But more importantly, they will know how to choose the appropriate technique, approach, algorithm, format, or data sets, from among these tools, and apply it at the right time. 

Learners from all parts of the world, except Iran, Cuba, and Crimea (Ukraine) can take the Introduction to Analytics Modelling course free of cost, courtesy of the Georgia Institute of Technology. Students will receive a verified instructor-signed certificate with the institute’s logo on it; they can share the accreditation on LinkedIn to boost their job prospects.

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16 Weeks
Expert
Free
Skills Covered:
Data science knowledge
Data Analytics for Business

Offered by

Certificate

Data Analytics for Business

Traces of valuable data are a by-product of various actions taken by consumers, businesses, and societies. Leading companies across industries utilise these massive amounts of data to fuel an accurate decision-making process. With the Data Analytics for Business Advanced-Level course, candidates will learn how to replace guesswork and intuition with business analytics.

As candidates go through the syllabus of Data Analytics for Business certification, they will understand the scientific approach of how getting insights with the help of data has improved business decisions. The course covers the topics of issues, challenges, and methodologies relegated to business data analysis. Additionally, students will have the chance to apply proper business analytics methodologies and algorithms to business-related problems and avoid any mishaps during the process.

The Data Analytics for Business online training is a 16-week programme that requires a minimum study of around 10-12 hours every week. Georgia Tech offers this course, and the candidates will be instructed by Frederic Bien. This is an advanced-level course under the business and management domain with a provision for a verified certificate by paying a fee. 

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16 Weeks
Expert
Free
Skills Covered:
Business analytics knowledge
The Analytics Edge

Offered by

Certificate

The Analytics Edge

In the Analytics Edge online programme, candidates will learn how to use data analytics, and how it can transform a business or an industry. Candidates will learn about various analytical methods. These include linear and logistic regression, text analytics, clustering, trees, visualisation, and optimisation. Candidates will learn how to work with data and build models with the statistical software R. 

Furthermore, the Analytics Edge course by edX, courtesy of MIT, follows the examples of Netflix, Twitter, IBM, Moneyball, e-Harmony, Watson, and the Framingham Heart Study, among others. Candidates will be instructed through short video lectures, usually between four to eight minutes each. 

To evaluate their understanding of the material, candidates will be asked a “quick question” after each video lecture in the edX Analytics Edge programme. Using new examples and data sets, the teaching assistants will go over all the methods discussed. Candidates will also be given a homework assignment each week, wherein they will have to work in LibreOffice and R with various data sets. The final exam will also be similar to the homework assignments.

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13 Weeks
Intermediate
Free
Skills Covered:
Data science knowledge Knowledge of Data Visualization
Criminal Justice Data Analysis 1

Offered by

Certificate

Criminal Justice Data Analysis-1

The Criminal Justice Data Analysis is a twelve-week course for the professionals that have a background in Justice, solving and investigating crime and researching crime. It aims at advancing the knowledge of the participants in the field of crime with the help of Big data analytics. The course is an incorporation of various fields of subject matters like criminology, computer science, mathematics, ethics, psychology and more. 

The objective of the course is to help the police force and people in the field of Justice about the Criminal Justice Data Analysis. In recent times, it is seen that the best way to fight crime is through researching the various data. The vast amount of data that is available needs to be appropriately used and efficiently towards solving crimes. One of the main aims of the course is understanding crime and the behavioural pattern of the people that are involved in the crimes. 

This course can be helpful for Senior police officers, criminal justice officers and people working in the private agencies and anyone interested in this course. Research methodologies that will be taught in this class will be advanced. The participants will study ways of understanding the social and political environment. 

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12 Weeks
Free
Skills Covered:
Knowledge of Network Packet Analysis
Certificate

Analytics in Python

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.

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12 Weeks
Intermediate
Free
Skills Covered:
Machine learning Knowledge of Python Database knowledge SQL knowledge Knowledge of Data Visualization
Certificate

Data Analytics Foundations for Accountancy II

The Data Analytics Foundations for Accountancy II certification course is 70 hours one that is designed by the University of Illinois at Urbana-Champaign, and Coursera jointly. The university is a world-class researcher of teaching and has carefully designed this course for those who want an online mode where they can start learning instantly after submitting the fee. The course is best for people wanting to know about data analytics foundational concepts that are needed in accountancy.  

The Data Analytics Foundations for Accountancy II training is a self-paced programme where the students shall be able to review the materials that are covered each week, and also get a glimpse of the assignments that one will need to pass in order to successfully pass, and complete the course. The students also have an instructor Robert Brunner who will be there to assist in case the students face issues.

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8 Weeks
Free
Skills Covered:
Accounting proficiency
Certificate

Mining Massive Datasets

Jure Leskovec, Jeff Ullman, and Anand Rajaraman, professors at Stanford University, wrote the book Mining of Massive Datasets. They also happen to be the instructors for the Mining Massive Datasets programme, for which their book is the source material.

The Mining Massive Datasets certification syllabus corresponds to the CS246 programme at Stanford University. The major topics covered under the curriculum include algorithms for data streams, locality-sensitive hashing, MapReduce systems and algorithms, machine-learning algorithms, frequent itemset analysis, PageRank and web-link analysis, clustering, computational advertising, dimensionality reduction, social-network graphs, and recommendation systems.

The Mining Massive Datasets online course is a seven-week advanced computer science programme. The video lectures are in English, and you can study them in your time. English transcripts are also available to help you follow along. You need to spend anywhere between five and ten hours on the programme if you want to complete it within seven weeks.

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7 Weeks
Expert
Free
Skills Covered:
Knowledge of Algorithms Machine learning
Applied Bayesian for Analytics

Offered by

Certificate

Applied Bayesian for Analytics

Data science is one of the major industries of the world right now and it is continuously expanding through all sectors; an important one among these domains is applied Bayesian statistics. It has a wide use when it comes to data analysis and thus, constantly produces a need for fresh candidates to join the programme.

Applied Bayesian for Analytics is an Indian Institute of Management Bangalore designed course that provides its students with all the essential insights and requirements from the Applied Bayesian for Analytics certification course. It teaches them all the founding topics of the industry, from parametrizations, Monte Carlo methods to what difference it possesses compared to classical statistics and multilevel modelling.

Applied Bayesian for Analytics course will be mentored to the applicants in two different parts; one being the essential theoretical concepts and the other the empirical part of the domain. Through the first three weeks, applicants will attain the know-how of calculating posterior and prior aspects along with analytical skills while the latter part will give them a detailed understanding of computing Bayesian models.

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6 Weeks
Beginner
Free
Skills Covered:
Statistical skills
Introduction to Data Analytics for Managers

Offered by

Certificate

Introduction to Data Analytics for Managers

The Introduction to Data Analytics for Managers course has been gaining popularity due to the heavy reliance on data by industries worldwide. Companies have been leveraging varied data sources such as big data to a large extent to maximize the company’s performance. The course curriculum also gives a run on the different facets of machine learning. 

The Introduction to Data Analytics for Managers certification program will carry a curriculum filled with various case studies. These will give hands-on learning about how different businesses use data analytics to their advantage. Through them, you will also understand the application of data analytics in a better way. 

The Introduction to Data Analytics for Managers online program by Edx is taught by two experienced faculties members, namely Amitabh Sinha and Sanjeev Kumar. The course is best for students who want to deep dive into the web-based graphical development environment. EdX presents this course in collaboration with the University of Michigan. 

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6 Weeks
Beginner
Free
Skills Covered:
Machine learning Data science knowledge SQL knowledge
Certificate

Applications of TinyML

The Applications of TinyML Online Course is an open online course that discusses the applications of TinyML language and its practical applications with regard to tiny or deeply embedded devices. The course is available on the HarvardX platform with the joint effort of edX and Harvard University.

The Applications of TinyML Training Course is taught over a period of 6 weeks with the help of online course materials and informative case studies. The practical-oriented course will provide students valuable insights into one of the most accessible and fastest-growing areas of deep learning.

The Applications of TinyML Certification Syllabus is prepared in a way its beneficial for students trying to gain a professional certificate in machine learning. The course is instructed by Vijay Janapa Reddi, Professor at Harvard University, and Laurence Moroney, Lead AI Advocate at Google.

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

Offered by

Certificate

Data for Better Lives: A New Social Contract

6 Weeks
Beginner
Free

Offered by

Certificate

Data for Better Lives: A New Social Contract - Self Paced

6 Weeks
Beginner
Free

Offered by

University of Strathclyde, Glasgow via Futurelearn
Certificate

Hurricane Tracking with Satellite Data

A 5-weeks online programme, the Hurricane Tracking with Satellite Data course is developed to impart students with comprehensive knowledge about how they can analyse satellite data related to hurricanes and predict hurricanes’ paths to minimise the damage caused by them. 

Satellite-enabled data allows us to monitor, track and observe hurricanes from a secure distance. You will be gaining insights on how these datasets can be explored to derive descriptive stats. With the help of Hurricane Tracking with Satellite Data online programme, you will understand the important ideas of data science imperative to analyse, process, and finally interpret the large sets of data. 

Utilizing the tracking data made possible by satellites, you will see how predicting the paths of hurricanes is crucial in administrating, evacuations, and relief efforts to save countless lives that are endangered by these natural disasters.

The Hurricane Tracking with Satellite Data course by FutureLearn uses practical case studies and tutorials for enabling you to extract vital information from the satellite datasets.

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5 Weeks
Beginner
Free
Skills Covered:
Data science knowledge Knowledge of Python Knowledge of Data Visualization
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.

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5 Weeks
Beginner
Free
Skills Covered:
Machine learning Data science knowledge Knowledge of Artificial Intelligence Knowledge of deep learning
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 working of the software along with the right codes required to deploy their own 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.

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

Offered by

IBM via Edx
Certificate

Data Analytics Basics for Everyone

5 Weeks
Beginner
Free

Offered by

The Hong Kong Polytechnic University, Hong Kong via Edx
Certificate

Data Analytics in Accounting and Finance

5 Weeks
Beginner
Free
Data Analytics for Lean Six Sigma

Offered by

Certificate

Data Analytics for Lean Six Sigma

5 Weeks
Beginner
Free
Data Analytics in Sports Law and Team Management

Offered by

Certificate

Data Analytics in Sports Law and Team Management

5 Weeks
Beginner
Free
Certificate

Linear Regression and Modeling

Linear Regression and Modeling certification is a 4 weeks course that only takes 10 hours in total from a candidate. This course is a collaborative effort between Duke University, and Coursera. The main aim that both these platforms have is to introduce both linear regression models- simple and multiple regression. With these models, one can judge a relationship between the different variable data points in a data set.

Linear Regression and Modeling training will help with the basics of linear regression that is used with data examples for learning, examining, and ultimately utilizing these, to sum up, the relationship between variables that are multiple. An example of such a case is that the training will let the students find out the relationships between how attractive a professor is, and on what parameters does he or she evaluate students. This relationship is usually examined by using statistical software like R, and RStudio which is free of cost.

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4 Weeks
Beginner
Free
Skills Covered:
Statistical skills R Programming
Certificate

Analytics for Decision Making

4 Weeks
Beginner
Free

Offered by

KU Leuven, Leuven via Edx
Certificate

Data Analytics in Health – From Basics to Business

4 Weeks
Intermediate
Free
Data Literacy Foundations

Offered by

RIT via Edx
Certificate

Data Literacy Foundations

4 Weeks
Intermediate
July 10 - December,12 2022
Free
Understanding China 1700-2000 A Data Analytic Approach Part 2

Offered by

Hong Kong University of Science and Technology, Hong Kong via Coursera
Agile Analytics

Offered by

Certificate

Agile Analytics

4 Weeks
Beginner
Free

Offered by

University of Washington, Seattle via Coursera
Certificate

Social Media Data Analytics

4 Weeks
Intermediate
Free
Data Analyst Career Guide and Interview Preparation

Offered by

Certificate

Data Analyst Career Guide and Interview Preparation

3 Weeks
Beginner
Free
Getting Started with Data Analytics on Amazon Web Services

Offered by

Certificate

Getting Started with Data Analytics on AWS

1 Week
Beginner
Free
Certificate

Data Analyst Associate (DA-100)

Data Analyst Associate (DA-100) online certification is offered by FutureSkills Prime and is designed for individuals who want to learn about fundamental and advanced concepts including data preparation, data modeling, data visualization, and workspace management in Power BI. Data Analyst Associate (DA-100) online course is designed to help individuals prepare for the Microsoft certified data analyst associate certification exam.

Data Analyst Associate (DA-100) online classes by FutureSkills Prime include around 19 hours of intensive video training, intending to offer a thorough understanding of areas such as data preparation, data modeling, data analysis, and data visualization using Power BI. This is a self-paced video-based learning program that individuals may access using their preferred devices, with lifetime access to the content.

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18 Hours
Free
Skills Covered:
Knowledge of Data Visualization

Offered by

Certificate

Data Smart for Beginners

The Data Smart for Beginners course by Jigsaw Academy is a short-term online course that introduces you to the world of data science, and its plethora of applications. Through this online course, you will learn how to use data to create more profitable and scalable business operations. 

The curriculum will primarily include the manipulation, extraction, and processes of data for analysis. An online module with seven days of access, the Data-Smart for Beginners programme will teach you the core concepts of data science and help you implement statistical models and analytics in the real world for a profitable business. 

The Data Smart for Beginners online course also provides a holistic landscape of technology involved in data science. This will help you start your journey in data science the right way, equipped with all the necessary skills to go forward in the right direction. 

Furthermore, the Data-Smart for Beginners course will also provide a quiz to help you put your acquired skills to the test. 

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Beginner
Free
Skills Covered:
Data science knowledge

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