Data Science Online Training , This course will help candidates having basic knowledge of R Programming elevate to the next level. Get beyond the theory and implement real-world projects in data science. A Data Scientist combines statistical and machine learning techniques with R programming to analyze and interpret complex data.
Data Science with R Training
- Analyze and visualize data to further apply machine learning to interpret your data
- Discover structure and unstructured data by using unique functionalities of R
- Load your tool kit with various machine learning methods to help you create algorithms for a business
- Implement data science concepts using R
- Implement statistical models using R
- A more in-depth explanation might help the beginners to understand better too.
- The course follows a practical approach while representing each technique to be applied on data-sets. Each section focuses on building of concept followed by hands-on-programming exercises
- Course Syllabus Designed for Working Professionals
- Projects and Assignments
- LMS Access (Source Codes,Presentations,Quizzes,Class recordings,Interview Q&A)
- Assessment: Program prep and orientation quiz.
- Personalized feedback and career guidance
- Introduction to R
- Understanding R data structure
- Manipulating Data
- Using functions in R
- Loops in R
- Importing data
- Charts and Plots
- Machine Learning using R
- Descriptive Statistics
- Measure of central tendency and variability
- Central Limit Theorem
- Hypothesis Testing
- Probability Theory
- What is Machine Learning?
- Why should we learn Machine Learning?
- Types of Data, Learnings
- Types of problems encountered while performing ML
- Linear Regression
- Multiple Linear Regression
- Logistic Regression
- Naive Baye’s
- K means
- Decision Tree
- Random Forest
- Optimization Techniques
- Bagging and Boosting
All our trainers are certified and are highly qualified, with multiple years of experience in working with front-end development technology.
All the classes are live. They are interactive sessions that enable you to ask questions and participate in discussions during the class time. We do, however, provide recordings of each session you attend for your future reference.
Yes, Whatsapp our support Team, Our customer service representatives will give you more details.
Detailed installation of required software will be displayed in your LMS. Our support team will help you to setup software if you need assistance. Hardware requirements need to be fulfilled by participants.
CourseTrack is offering you the most updated, relevant and high value real-world projects as part of the training program. This way you can implement the learning that you have acquired in a real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning and practical knowledge thus making you completely industry-ready.
Payments can be made using any of the following options and a receipt of the same will be issued to you automatically via email. Visa Debit Card / Credit Card American Express Master Card, Or PayPal
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