Data Science With R Full Course 2022 | Learn Data Science With R | Data Science | Simplilearn

In this video on Data Science with R full course, you will learn data science with R in 6 hours. You will understand data science and the packages in R. We will also cover data science algorithms like linear regression, logistic regression, decision trees, and random forest to name a few. Finally, you will get an idea about the career of a data scientist.

Below are the topics we are going to cover in this data science video:
Data Science in 5 min
Data Science Concepts
Data Manipulation in R
Linear regression
Logistic Regression
Decision Tree
Random forest in R
Support Vector Machine
What is Clustering
Time Series Analysis
Who is a Data Science Engineer?
Resume of a Data Science Engineer

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Data Science is basically dealing with unstructured and structured data. Data Science is a field that comprises everything that is related to data cleansing, preparation, and data analysis. Data science incorporates preparing data for analysis, performing advanced data analysis, and providing results to reveal hidden patterns.

R is an open-source programming language used for statistical computing. It is one of the most popular programming languages today. R was inspired by S+, which is similar to the S programming language. R has various data structures and operators. It can be integrated with other programming languages like C, C++, Java, and Python.

➡️ About Caltech Post Graduate Program In Data Science
This Post Graduation in Data Science leverages the superiority of Caltech's academic eminence. The Data Science program covers critical Data Science topics like Python programming, R programming, Machine Learning, Deep Learning, and Data Visualization tools through an interactive learning model with live sessions by global practitioners and practical labs.

✅ Key Features
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Caltech PG program in Data Science completion certificate
- Earn up to 14 CEUs from Caltech CTME
- Masterclasses delivered by distinguished Caltech faculty and IBM experts
- Caltech CTME Circle membership
- Online convocation by Caltech CTME Program Director
- IBM certificates for IBM courses
- Access to hackathons and Ask Me Anything sessions from IBM
- 25+ hands-on projects from the likes of Amazon, Walmart, Uber, and many more
- Seamless access to integrated labs
- Capstone projects in 3 domains

✅ Skills Covered
- Exploratory Data Analysis
- Descriptive Statistics
- Inferential Statistics
- Model Building and Fine Tuning
- Supervised and Unsupervised Learning
- Ensemble Learning
- Deep Learning
- Data Visualization

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