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

• Introduction to SAS
• Installation of SAS
• SAS windows
• Working with data sets
• Walk through of SAS windows like output, search, editor etc

• How to read and subset the data sets
• SET Statement
• Infile and Infile Options
• SAS Format -Format Vs Informat

• Using Variables
• Defining and using KEEP and DROP statements
• Output Statement
• Retain Statement
• SUM Statement

• PROC Import
• PROC Print
• Data Step Vs Proc
• Deep Dive into Proc

• SAS Arrays
• Useful SAS Functions
• PUT/INPUT Functions
• Date/Time Functions
• Numeric Functions
• Character Functions


• SAS Format statements:
• Understanding PROC GCHART, various graphs, bar charts: pie, bar

• NODUP
• NODUKEY
• NODUP Vs NODUKEY

• Character functions, numeric functions and converting variable type
• Use functions in data transformation

• Find Function
• Scan Function
• MERGE Statement
• BY Statement
• Joins
• Procedures Vs Function
• Where Vs If
• What is Missover
• NMISS
• CMISS

• SELECT statement
• Sorting of Data
• CASE expression
• Other SELECT statement clauses
• JOINS and UNIONS

• Benefits of SAS Macros
• Macro Variables
• Macro Code Constituents and Macro Step
• Positional Parameters to Macros

Training Options

Self-Paced Learning

26,998.00 19,999.00
  • 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

SAS Training for SAS BASE Certification

SAS Certification Training is intended to make you an expert in SAS programming and Analytics. You will be able to analyse and write SAS code for real problems, learn to use SAS to work with datasets, perform advanced statistical techniques to obtain optimized results with Advanced SAS programming.  In this SAS online training course, you will also learn SAS macros, Machine Learning, PROC SQL, procedure, statistical analysis and decision trees. You will also work on real-life projects and prepare for the SAS Certified Base Programmer certification exam.

What you will Learn in this Course?

  • SAS environment and various windows
  • SAS Enterprise Guide
  • Gain in-depth knowledge of integrating and refining datasets
  • Perform conditional and iterative looping into your SAS program
  • Simplify a SAS program with SAS arrays
  • Analyse statistics and perform advanced statistical techniques with SAS
  • Perform automation on complex repeated tasks using MACROS
  • Implement and invoke SQL queries in SAS program
  • Advanced SAS and Base SAS
  • Preparing for the SAS Certified Base Programmer certification

Key Features

Self-Paced Online Video

• Self-paced Videos: 58 Hrs
• Exercises & Project Work: 86 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 SAS concepts.

Learn at your Convenience

• Certification and Job Assistance
• Flexible Schedule

Reviews

K

Korada Srikanth

Data Analytics Combo - Data Science using R and SAS Combo

The course was very engaging and interesting. Though the whole concept was very new to me, I was able to follow it very easily. Overall the training was a great experience. Thank you Tecklearn!... The course was very engaging and interesting. Though the whole concept was very new to me, I was able to follow it very easily. Overall the training was a great experience. Thank you Tecklearn! Read More
D

Deepthi ch

Data Analytics Combo - Data Science using R and SAS Combo

Tecklearn has redefined the e-learning service with the help of technology. They have excellent faculty and support team that has given a real class room learning experience. Anybody can upgrade their skills at their convenience! Tecklearn has expertise in Big Data Analytics and they are providing opportunity to acquire these skills in a short time!... Tecklearn has redefined the e-learning service with the help of technology. They have excellent faculty and support team that has given a real class room learning experience. Anybody can upgrade their skills at their convenience! Tecklearn has expertise in Big Data Analytics and they are providing opportunity to acquire these skills in a short time! Read More
S

SHRINIVAS SHRIPAT

Data Analytics Combo - Data Science using R and SAS Combo

The classes are very informative. Many simple and real world examples make the technical topics easy to understand. Now, I will never forget the Big Data and Hadoop concepts.... The classes are very informative. Many simple and real world examples make the technical topics easy to understand. Now, I will never forget the Big Data and Hadoop concepts. Read More
J

Jyothsna Damarla

Data Analytics Combo - Data Science using R and SAS Combo

Tecklearn is a good platform for starting the data science knowledge. Data Science with R course has helped me to get a rise from a Business Analyst to Data Scientist.... Tecklearn is a good platform for starting the data science knowledge. Data Science with R course has helped me to get a rise from a Business Analyst to Data Scientist. Read More
K

KUNAL SIBAL

Data Analytics Combo - Data Science using R and SAS Combo

The course content prepared by Tecklearn is extremely inline to real time client specifications. Also, kudos to the trainer for the knowledge of the subject and the ease of explaining concepts.... The course content prepared by Tecklearn is extremely inline to real time client specifications. Also, kudos to the trainer for the knowledge of the subject and the ease of explaining concepts. Read More

Certification

This course is designed for clearing the following Certifications:

  • SAS Certified Base Programmer 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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  • 26,998.00 19,999.00
  • 10 years, 1 month
  • Course Certificate
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