Curriculum


• Need for Data Science
• What is Data Science
• Life Cycle of Data Science
• Applications of Data Science
• Introduction to Big Data
• Introduction to Machine Learning
• Introduction to Deep Learning
• Introduction to R&R-Studio
• Project Based Data Science

• Introduction to R
• Data Exploration
• Operators in R
• Inbuilt Functions in R
• Flow Control Statements & User Defined Functions
• Data Structures in R

• Need for Data Manipulation
• Introduction to dplyr package
• Select (), filter(), mutate(), sample_n(), sample_frac() & count() functions
• Getting summarized results with the summarise() function,
• Combining different functions with the pipe operator
• Implementing sql like operations with sqldf()

• Loading different types of dataset in R
• Arranging the data
• Plotting the graphs

• Types of Data
• Probability
• Correlation and Co-variance
• Hypothesis Testing
• Standardization and Normalization

• What is Machine Learning?
• Machine Learning Use-Cases
• Machine Learning Process Flow
• Machine Learning Categories
• Supervised Learning algorithm: Linear Regression and Logistic Regression

• Intro to Logistic Regression
• Simple Logistic Regression in R
• Multiple Logistic Regression in R
• Confusion Matrix
• ROC Curve

• What are classification and its use cases?
• What is Decision Tree?
• Algorithm for Decision Tree Induction
• Creating a Perfect Decision Tree
• Confusion Matrix
• What is Random Forest?
• What is Naive Bayes?
• Support Vector Machine: Classification

• Decision Tree in R
• Information Gain
• Gini Index
• Pruning

• What is Association Rules & its use cases?
• What is Recommendation Engine & it’s working?
• Types of Recommendations
• User-Based Recommendation
• Item-Based Recommendation
• Difference: User-Based and Item-Based Recommendation
• Recommendation use cases

• What is Time Series data?
• Time Series variables
• Different components of Time Series data
• Visualize the data to identify Time Series Components
• Implement ARIMA model for forecasting
• Exponential smoothing models
• Identifying different time series scenario based on which different Exponential Smoothing model can be applied

Training Options

Self-Paced Learning

15,999.00 14,999.00
  • Learn at your convenient time and pace
  • Gain on-the-job kind of learning experience through high quality Videos built by industry experts.
  • Interactive Sessions as good as Classroom experience.
  • Learn end to end course content that is similar to instructor led virtual/classroom training.
  • Cost Effective as well as Convenient.

Blended Learning

  • Everything in Self-Paced Plus
  • Learn in an instructor-led online training class

Corporate Training

Customized to your team’s needs

  • Customized learning delivery model (self-paced and/or instructor-led)
  • Flexible pricing options
  • Enterprise grade learning management system (LMS)
  • Enterprise dashboards for individuals and teams
  • 24×7 learner assistance and support

Course Description

Data Science Training using R Language

Tecklearn’s Data Science using R Language Training develops knowledge and skills to visualize, transform, and model data in R language. It helps you to master the Data Science with R concepts such as data visualization, data manipulation, machine learning algorithms, charts, hypothesis testing, etc. through industry use cases, and real-time examples. Data Science course certification training lets you master data analysis, R statistical computing, connecting R with Hadoop framework, Machine Learning algorithms, time-series analysis, K-Means Clustering, Naïve Bayes, business analytics and more.

What you will Learn in this Course?

  • Introduction to Data Science and R Language
  • Data Manipulation and Data Visualization
  • Introduction to Machine Learning
  • Classification Techniques
  • Predictive analytics and segmentation using clustering
  • Roles and responsibilities of a Data Scientist
  • Using real-world data sets to deploy recommender systems

Key Features

Self-Paced Online Video

• Self-paced Videos: 30 Hrs
• Exercises & Project Work: 50 Hrs
• A 360-degree learning approach that you can adapt to your learning style

1 Year Unlimited Access

You get lifetime access to LMS where presentations, quizzes, installation guide & class recordings are there.

24 x 7 Expert Support

We have 24x7 online support team to resolve all your technical queries, through ticket-based tracking system

Certification

Successfully complete your course and Tecklearn will certify you as Data Science using R

Real-life Case Studies

Live project based on any of the selected use cases, involving implementation of the various Data Science using R concepts.

Learn at your Convenience

• Certification and Job Assistance
• Flexible Schedule

Reviews

D

Deepshikha Rai

Data Science Training using R Language

One of the best things I would say from this platform is providing high quality content with highly skilled and experienced professionals as an instructor for each course. This training is worth of every penny we spend because I am learning a lot and getting lot of resources and support to develop my career. I prepared for interviews through Tecklearn’s eBook and I got job…... One of the best things I would say from this platform is providing high quality content with highly skilled and experienced professionals as an instructor for each course. This training is worth of every penny we spend because I am learning a lot and getting lot of resources and support to develop my career. I prepared for interviews through Tecklearn’s eBook and I got job opportunity as Data Scientist. I strongly recommend this platform to everyone those who are working as well as to build their career in particular domain. Read More
S

Soman Nair

Data Science Training using R Language

I just completed my R language with Tecklearn, I confidently say that my all confusion related to models are cleared. If you are new in IT or if you are learning new language, I would say this is the best online site.I love the way program is structured and it include assignments after each topic and at the end project submission. I learnt SAS, Tableau,…... I just completed my R language with Tecklearn, I confidently say that my all confusion related to models are cleared. If you are new in IT or if you are learning new language, I would say this is the best online site.I love the way program is structured and it include assignments after each topic and at the end project submission. I learnt SAS, Tableau, R and some self paced training program and after completing all these courses I am confident enough to face the interview of data analysis. Read More
A

Ajay thirumalesh

Data Science Training using R Language

Thank You for the sessions that helped me gaining knowledge in Data Science. Trainers experience helped me to get detailed information regarding the key concepts and challenging tasks in real time. Thanks again.... Thank You for the sessions that helped me gaining knowledge in Data Science. Trainers experience helped me to get detailed information regarding the key concepts and challenging tasks in real time. Thanks again. Read More
A

ANURADHA SARYAL

Data Science Training using R Language

The content was sufficient and the trainer was well-versed in the subject. Not only did he ensure that we understood the logic behind every step, he always used real-life examples to make it easier for us to understand. Moreover, he spent additional time to let us consult him on Data Science-related matters outside the curriculum. He gave us advice and extra study materials to enhance…... The content was sufficient and the trainer was well-versed in the subject. Not only did he ensure that we understood the logic behind every step, he always used real-life examples to make it easier for us to understand. Moreover, he spent additional time to let us consult him on Data Science-related matters outside the curriculum. He gave us advice and extra study materials to enhance our understanding. Thanks, Tecklearn! Read More
A

ANURAG KUMAR

Data Science Training using R Language

Tecklearn learning platform is the best place to learn with tutorial videos, live classes, and live projects by which you can understand easily and have excellent customer service.... Tecklearn learning platform is the best place to learn with tutorial videos, live classes, and live projects by which you can understand easily and have excellent customer service. Read More

Certification

The entire Data Scientist course content is designed by industry professionals to get the best jobs in top MNCs.  As part of Data Science online courses, you will be working on real-time projects and assignments that have immense implications in the real-world industry scenarios, thus helping you fast-track your career effortlessly.

Tecklearn’s Data Science using R Certification will be awarded upon the completion of the course.

Projects

  • To put your knowledge on into action, you will be required to work on industry-based projects that discuss significant real-time use cases.
  • These projects are completely in-line with the modules mentioned in the curriculum and help you to clear the certification exam.

FAQ Content


You will never miss a lecture at Tecklearn. Tecklearn provides recordings of each class so you can review them as needed before the next session.

Your access to the Support Team is for lifetime and will be available 24/7. The team will help you in resolving queries, during and after the course.

Post-enrolment, the LMS access will be instantly provided to you and will be available for lifetime. You will be able to access the complete set of previous class recordings, PPTs, PDFs, assignments. Moreover, the access to our 24x7 support team will be granted instantly as well. You can start learning right away.

Yes, the access to the course material will be available for lifetime once you have enrolled into the course.

All the instructors at Tecklearn are practitioners from the Industry with minimum 10-12 years of relevant IT experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

A lot of opportunities will open up for you once you clear the AWS Certification exam. You can apply for roles such as Cloud Developer, Cloud Systems Engineer, AWS Solutions Architect, and AWS SysOps Admin will be a good fit.

With online certification training you get the flexibility to learn on your own terms.
Major advantages are:
Access to Latest Course Curriculum
Connect with Instructors around the world
Real-life Projects & Case Studies
Lifetime Access & 24x7 support

There are no specific prerequisites for taking up Data Science using R Certification Training. Having programming skills is recommended but not mandatory.
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  • 15,999.00 14,999.00
  • 365 Days
  • Course Certificate
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Course Curriculum

Modules
Data Science Module -1 00:00:00
Data Science Module -2 00:00:00
Data Science Module -3 00:00:00
Data Science Module -4 00:00:00
Data Science Module -5 00:00:00
Data Science Module -6 00:00:00
Data Science Module -7 00:00:00
Data Science Module -8 00:00:00
Data Science Module -9 00:00:00
Data Science Module -10 00:00:00
Data Science Module -11 00:00:00
Data Science Module -12 00:00:00
Data Science Training 01:00:00

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