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

• Why Tableau
• Tableau Product Platforms
• Tableau Architecture
• Tableau Interface

• Features of Tableau Desktop
• Connect to data from File and Database
• Types of Connections
• Data Blending
• Joins and Unions
• Tableau Desktop User Interface
• Basic project: Create a workbook and publish it on Tableau Online

• Visual Analytics
• Basic Charts: Bar Chart, Line Chart, and Pie Chart
• Hierarchies
• Data Granularity
• Highlighting
• Sorting
• Filtering
• Grouping
• Sets

• Parameters
• Tool tips
• Trend lines
• Reference lines
• Forecasting
• Clustering

• Calculated Fields
• Numeric, String, Data, Logical, Addressing and Partitioning
• Table Calculations

• Box and Whisker’s Plot
• Bullet Chart
• Bar in Bar Chart
• Gantt Chart
• Waterfall Chart
• Pareto Chart
• Control Chart
• Funnel Chart
• Bump Chart

• What If Scenarios
• Parameter in CF (KPI control)
• Parameter in Filter (Top N)
• Parameter in reference line

• Introduction to Dashboards
• The Dashboard Interface
• Dashboard Objects
• Building a Dashboard
• Dashboard Layouts and Formatting
• Interactive Dashboards with actions
• Designing Dashboards for devices
• Story Points

Training Options

Self-Paced Learning

28,998.00 22,999.00
  • 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

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

Tableau Desktop

Tecklearn’s Tableau Desktop Training teach you how to transform raw data into interactive and shareable dashboards using Tableau. Our Tableau Course covers the necessary analytical skills to Advanced data visualizations by incorporating real-world use-case scenarios, labs, and exercises. Some of the topics included are Data Blending, Data Mapping, Graphs, creation of charts, and LOD expression by using different versions of Tableau, such as Tableau Desktop, Tableau Reader, and Tableau Public.

What you will Learn in this Course?

  • Tableau Desktop Overview
  • Data Connection with Tableau Desktop
  • Basic and Advanced Visual Analytics
  • Calculations in Tableau
  • Level of Detail (LOD’s) Calculations
  • Advanced Charts in Tableau
  • Parameters, Dashboards and Stories
  • Data Security in Tableau
  • Interacting with Tableau Server
  • Preparing for Tableau Desktop Qualified Associate Certification

Key Features

Self-Paced Online Video

• Self-paced Videos: 54 Hrs
• Exercises & Project Work: 90 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 provide you Course Completion Certificate.

Real-life Case Studies

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

Learn at your Convenience

• Certification and Job Assistance
• Flexible Schedule

Reviews

S

Shailesh Saxena

Data Analytics Combo – Data Science using R and Tableau

Good Quality training with Real time experience trainers and hands on experience training.... Good Quality training with Real time experience trainers and hands on experience training. Read More
A

ASHUTOSH KUMAR

Data Analytics Combo – Data Science using R and Tableau

The best part about the course is its flexibility and allowing participants to learn at their own pace. A great learning experience, overall!... The best part about the course is its flexibility and allowing participants to learn at their own pace. A great learning experience, overall! Read More
V

VARUN KOHLI

Data Analytics Combo – Data Science using R and Tableau

I liked the concept of online learning. The training delivery is seamless and flawless - Thanks! Keep up the good work. I especially like the fact that the arguments are explained in detail, so that participants who are interested in the understanding can get an important contribution to their knowledge enhancement.... I liked the concept of online learning. The training delivery is seamless and flawless - Thanks! Keep up the good work. I especially like the fact that the arguments are explained in detail, so that participants who are interested in the understanding can get an important contribution to their knowledge enhancement. Read More
H

Harish Kumar

Data Analytics Combo – Data Science using R and Tableau

The material is exciting and structured. The animation in the lectures is very helpful and useful. The lecture notes are also outstanding. The way of explaining things is also great. The instructor is just excellent in everything. I highly recommend people take courses from Tecklearn.... The material is exciting and structured. The animation in the lectures is very helpful and useful. The lecture notes are also outstanding. The way of explaining things is also great. The instructor is just excellent in everything. I highly recommend people take courses from Tecklearn. Read More
N

Noor Alam

Data Analytics Combo – Data Science using R and Tableau

First of all the good thing with Tecklearn having a wide variety of courses for the last advance technologies in reasonable prices. Also good contents, materials, assignments, Smart eBooks and good support.... First of all the good thing with Tecklearn having a wide variety of courses for the last advance technologies in reasonable prices. Also good contents, materials, assignments, Smart eBooks and good support. Read More

Certification

This course is designed for clearing the following Certifications:

  • Tableau Desktop Qualified Associate Certification exam

As part of this training, 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 Course Completion Certificate for the courses included in this combo course will be awarded upon the completion of the course.

Projects

  • To put your knowledge on into action, you will be required to work on various 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 10-15 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.

Learning pedagogy has evolved with the advent of technology. Online training adds convenience and quality to the training module. With our 24x7 support system, our online learners will have someone to help them all the time even after the class ends. This is one of the driving factors to make sure that people achieve their end learning objective. We also provide life-time access of our updated course material to all our learners.

Tecklearn actively provides placement assistance to all learners who have successfully completed the training. We also help you with the job interview and resume preparation part as well.
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  • 28,998.00 22,999.00
  • 10 years, 1 month
  • Course Certificate
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