R Training Course In Mumbai

R Training Course In Mumbai

Learn R Programming by Intensive practical classroom sessions! TryCatch Classes offers the best R training course in Mumbai. Learn R programming with hands-on practical training. Work on industrial projects on R programming and get an easy entry into statistical analysis and data science.

R has a very steep learning curve and students often get overwhelmed.  differently!

We teach truly step-by-step. In every lecture we build on what had already learned and move one extra step forward. After every lecture you learn a new valuable concept that you can apply right away. And the best part is that you learn through live examples.

This training is packed with real-life analytical challenges which you will learn to solve. Some of these we will solve together, some you will have as homework exercises.

In summary, this course has been designed for all skill levels and even if you have no programming or statistical background you will be successful in this course!

BENEFITS OF R Training:

✔ Learn to program in R at a good level.
✔ Learn how to use R Studio.
✔ Learn the core principles of programming.
✔ Learn how to create vectors in R.
✔ Learn how to create variables.
✔ Learn about integer, double, logical, character and other types in R.
✔ Learn how to create a while() loop and a for() loop in R.
✔ Learn how to build and use matrices in R.
✔ Learn the matrix() function, learn rbind() and cbind().
✔ Learn how to install packages in R.
✔ Learn how to customize R studio to suit your preferences.
✔ Understand the Law of Large Numbers.
✔ Understand the Normal distribution.

PREREQUISITES:

✔ This course is for everyone, right from college students using R for a project to statisticians, programmers from other platforms, or pure beginners without any prior programming experience who want to become data analysts or data scientists. Only a passion to be successful!

COURSE MODULE:

Training Schedule – R Training Course

Fundamentals Of R
  • Installing R and RStudio.
  • The RStudio Interface.
  • Installing and Activating R Packages.
  • Setting the Working Directory.
  • Basic Operations in R.
  • Working With Variables.

Vectors

  • Creating Vectors With the c() Function.
  • Creating Vectors Using the Colon Operator.
  • Creating Vectors With the rep() Function.
  • Creating Vectors With the seq() Function.
  • Creating Vectors of Random Numbers.
  • Creating Empty Vectors.
  • Indexing Vectors With Numeric Indices.
  • Indexing Vectors With Logical Indices.
  • Naming Vector Components.
  • Filtering Vectors.
  • The Functions all() and any().
  • Sum and Product of Vector Components.
  • Vectorized Operations.
  • Treating Missing Values in Vectors.
  • Sorting Vectors.
  • Minimum and Maximum Values.
  • The ifelse() Function.
  • Adding and Multiplying Vectors.
  • Testing Vector Equality.
  • Vector Correlation.

Matrices and Arrays

  • Creating Matrices With the matrix() Function.
  • Creating Matrices With the rbind() and cbind() Functions.
  • Naming Matrix Rows and Columns.
  • Indexing Matrices.
  • Filtering Matrices.
  • Editing Values in Matrices.
  • Adding and Deleting Rows and Columns.
  • Minima and Maxima in Matrices.
  • Applying Functions to Matrices.
  • Adding and Multiplying Matrices.
  • Other Matrix Operations.
  • Creating Multidimensional Arrays.
  • Indexing Multidimensional Arrays.
LISTS
  • Create Lists With the list() Function.
  • Create Lists With the vector() Function.
  • Indexing Lists With Brackets.
  • Indexing Lists Using Objects Names.
  • Editing Values in Lists.
  • Adding and Removing List Objects.
  • Applying Functions to Lists.

Factors

  • Working With Factors.
  • Splitting a Vector By a Factor Levels.
  • The tapply() Function.
  • The by() Function.
Data Frames
  • Creating Data Frames.
  • Loading Data Frames From External Files.
  • Writing Data Frames in External Files.
  • Indexing Data Frames As Lists.
  • Indexing Data Frames As Matrices.
  • Selecting a Random Sample of Entries.
  • Filtering Data Frames.
  • Editing Values in Data Frames.
  • Adding Rows and Columns to Data Frames.
  • Naming Rows and Columns in Data Frames.
  • Applying Functions to Data Frames.
  • Sorting Data Frames.
  • Shuffling Data Frames.
  • Merging Data Frames.

Programming Structures

  • For Loops.
  • While Loops.
  • Repeat Loops.
  • Nested For Loops.
  • Conditional Statements.
  • Nested Conditional Statements.
  • Loops and Conditional Statements.
  • User Defined Functions.
  • The Return Command.
  • More Complex Functions Examples.
  • Checking Whether an Integer Is a Perfect Square.
  • A Custom Function That Solves Quadratic Equations.
  • Binary Operations.
Working With Strings
  • Creating Strings.
  • Printing Strings.
  • Concatenating Strings.
  • String Manipulation.
  • Functions for Finding Patterns in Strings.
  • Functions for Replacing Patterns in Strings.
  • Regular Expressions.
Plotting in Base R
  • Building Scatterplot Charts.
  • Setting Graphical Parameters.
  • Adding a Trend Line to a Scatterplot.
  • Building a Clustered Scatterplot.
  • Plotting a Line Chart.
  • Setting the Line Parameters.
  • Overplotting Lines and Dots.
  • Plotting Two Lines in the Same Chart.
  • Plotting Bar Charts.
  • Setting the Bar Parameters.
  • Plotting Histograms.
  • Plotting Density Lines.
  • Plotting Pie Charts.
  • Plotting Boxplot Charts.
  • Plotting Functions.
  • Exporting Charts.

Apply family

  • Introduction to the apply family.
  • Tapply and the by command.
  • Eapply, sapply, lapply.
  • Vapply, replicate, mapply.
  • Rapply and summary.
  • Apply family exercises.
  • Apply family solutions.
Total Training Period Approx 22-25 hours of training + Project Hours.
Batches Weekends.

CERTIFICATION:

  • At the end of the R training in Mumbai, you will get a certification from us which will be very helpful for you in your future.

PLACEMENT:

  • At TryCatch Classes, we provide 100% Placement Training in Mumbai. We provide interview questions along with supplying your Resumes to many Companies.

BATCH DETAILS:

Batch Timing.

Weekend Batch.

1nd Batch : 9am to 11am.

2rd Batch : 11am to 1pm.

3th Batch : 2pm to 4pm.

4th Batch : 4 pm to 6pm.

Phone: 9664545072 / 9930112627
1213/1214, 12th Floor, GoldCrest Business Center, Opposite Manubhai Jewelers & Above Westside, L.T. Road, Borivali West, Mumbai - 400092