7 Courses and Certifications

Free Data Science With R Courses & Certifications

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Essentials of Data Science with R Software 1 Probability and Statistical Inference

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Certificate

Essentials of Data Science with R Software - 1: Probability and Statistical Inference

The Essentials of Data Science with R Software- 1 program is the first course of the Data Science essentials series that focuses on studying statistical inferences and probability. It lays a foundational understanding of concepts and theories of data computation. Students will learn to use R software for statistics to derive correct inferences.

Students will explore concepts relating to Data Science computational inferences listed in the Essentials of Data Science with R Software- 1 certification syllabus. The curriculum studies attributes, hypotheses, probability distributions, and variables. Students will be asked to interact in the online classes and submit written assignments for scoring.

IIT Kanpur offers the Essentials of Data Science with R Software – 1 online course. Professor Shalabh from the institute mentors course learners. Students can go for an e-verifiable certificate by paying an exam fee. While students must have a mathematics background, an understanding of statistics is also preferred.

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12 Weeks
Free
Skills Covered:
Statistical skills Data science knowledge
Essentials of Data Science with R Software-2 Sampling Theory and Linear Regression Analysis

Offered by

Certificate

Essentials of Data Science with R Software- 2: Sampling Theory and Linear Regression Analysis

The Essentials of Data Science with R Software – 2 online course is a 12-week study that focuses on learning mechanisms of data analytics using R software. Some of the analytical tools studied include regression analysis and sampling theory. This course is an AICTE approved Faculty Development Program (FDP).

As a part of the Essentials of Data Science with R Software – 2 certification syllabus, learners will explore sampling and linear models with R software. Students will receive video lectures and book references additional support. With 12 learning modules, the topics covered include Bootstrap methodology, random sampling, and LASSO regression. 

Developed by IIT Kanpur, Professor Shalabh mentors the Essentials of Data Science with R Software – 2 training. A renowned academician, Dr. Shalabh has authored four books and 75+ research papers. Candidates need to submit assignments and write an exam for the certification. For that, they will need to pay the necessary fee.

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12 Weeks
Free
Skills Covered:
Data science knowledge
Certificate

Data Science: R Basics

Data Science: R Basics by edX will allow students to learn more about the domain of R and will build a strong foundation in it where candidates will be learning to visualize, analyze and wrangle their skills. The eight week course will provide students with a depth analysis and study guidance as well as materials on data science. Upon completing the Data Science: R Basics course the participants will have their depth increased in the subject of “data analysis and statistics”. The students need a browser that is updated during the course.

The functions pertaining to R and data types will be covered during the programme and will also guide the students to use loop statements. The Data Science: R Basics online course will build all the necessary foundation required for the students to later pursue a higher-level course in the genre of data science. The online Data Science: R Basics course will help the applicants to enhance their existing knowledge. During the 2 modes of study, the verified mode and the audit mode the candidates will study at a self-paced pace. The basic difference between these 2 modes is the period during which the course can be accessed. One offers limited-period access whereas the other offers unlimited-period access.

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8 Weeks
Beginner
Free
R Data Science Capstone Project

Offered by

IBM via Edx
Certificate

R Data Science Capstone Project

4 Weeks
Intermediate
Free
R Programming Course for Data Science

Offered by

Certificate

R Programming Course for Data Science

R programming is an extensively employed data science language of programming that is heavily used in the business, making this one of the most important skills to acquire in the data science industry. R Programming Course for Data Science online certification is designed by Board Infinity, an online learning environment for professionals that would help them achieve their professional goals by assisting them in achieving excellence.

R Programming Course for Data Science online classes features more than 6 hours of extensive video-based learning material along with assignments and projects to assist candidates to acquire a hands-on comprehension of the tools and concepts like data analysis, time series analysis, text analysis, string manipulation, natural language processing, R studio, statistics, and more. By the end of the R Programming Course for Data Science online training, candidates will have developed their knowledge to develop programs in R programming and perform basic data analysis tasks.

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1 Weeks
Free
Skills Covered:
Data science knowledge R Programming Natural Language Processing Statistical skills

Offered by

Certificate

Data Science with R Programming Certification Training Course

The Data Science with R Programming Certification Training Course training lets you have a conceptual understanding of statistics, Text Mining, Time Series, and an introduction to Deep Learning. You will gain proficiency in Machine Learning Algorithms like Random Forest, K-Means Clustering, Decision Trees and naïve Bayes using R language.

In the ‘Data Science with R Programming Certification Training Course’ on Edureka, you will implement real-life use-cases on Aviation, Social Media, Healthcare, Media and Human Resources. The course curriculum also allows you to comprehend the entire life cycle of Data Science, visualize and analyze various data sets and different Machine Learning Algorithms.

Data Science is a concept of combining data analysis, statistics and their related methods to analyze and understand actual phenomena with data. Data Science Training has theories and techniques drawn from many sectors within the broad areas of information science, statistics, maths, and computer science from sub-domains of classification, data mining, visualization, databases, machine learning and cluster analysis. Undertaking the online Data Science with R Programming Certification Training Course will enable aspirants to master these, helping them become a fluent professional of Data Science.

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Skills Covered:
R Programming Data science knowledge Machine learning Knowledge of deep learning Statistical skills

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Certificate

R for Data Science

Beginner
Free

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