Best Data Analytics Using R Training Institute in Delhi NCR
5 out of 5 based on 101 user reviews.
Data Analytics Using R
CETPA Infotech is the best Data Analytics using R training institute in Noida with the help of Industrial experts .It is the best Data Analytics using R training institute in Delhi NCR. R is the most common data analytics tool because of its open-source, its packaging, flexibility, and community features. Every business collects data, whether it is sales figures, logistics, market research, or transportation costs. A data analyst’s work is to take the data and use it to help companies make better business decisions.
Data Analytics using R training will help you gain expertise in R Programming, Exploratory Data Analysis, Data Manipulation, Data Mining, Data Visualization, Regression, Sentiment Analysis and using R Studio for real life case studies. It is the best Data Analytics using R training in Delhi NCR You will learn and enhance your skills in techniques such as Predictive Analytics, Association Rule Mining and creation of your own functions, objects and packages.
Mode/Schedule of Training:
CETPA, The Best Data Analytics Using R Training Institute in Delhi NCR offers courses in following modes.
| Delivery Mode | Location | Course Duration | Schedule(New Batch Starting) |
|---|---|---|---|
| Classroom Training (Regular/Weekend Batch) | *Noida/Lucknow | 4/6//12/24 weeks | New Batch wednesday/ Saturday |
| *Instructor -Led Online Training | Online | 40/60 Hours | Every Saturday or as per the need |
| *Virtual Online Training | Online | 40/60 Hours | 24×7 Anytime |
| College Campus Training | India or Abroad | 40/60 Hours | As per Client’s need |
| Corporate Training(Fly a Trainer) | Training in India or Abroad | As per need | Customized Course Shedule |
Why CETPA Infotech for Data Analytics Training using R
There are number of reasons which make CETPA one of the Data Analytics using R training Institute in Noida. Some of them include-
- CEPTA received the prestigious industry award for “Top IT Training Company”
- You will get updated training course content according to industry criteria.
- Acquire end-to-end knowledge on Data Analytics and R tools
- Get assistance from our trainers in implementing business analytics and mining techniques in real time projects
- Engaging hands-on learning sessions
- Apart from the regular practice session hours as part of each module, the candidates can avail practice sessions during weekday and weekend as per their convenience.
- 100% practical training as well as theoretical sessions.
- Chance to work on live projects under the guidance of experts.
- Flexible Batch Size and Timings
- Industry Recognized Certification
- Soft-skill development like communication skills, interview preparation and so on
Our curriculum
Data Analytics using R training course from CETPA will prepare you to handle complex, multifaceted projects and Data Analytics certification improves your career opportunities. We also offer Data Analytics online coaching at affordable cost to the individuals who are not able to attend the classroom training. We have industry experts with great experience as trainers. Our curriculum includes:
- Introduction to Data Analytics
- Data wrangling using R
- Data Visualisation in R
- Machine Learning in R
- Classification using R
- Advance Concepts in R
The course curriculum of the Data Analytics using R training is designed by experienced and skilled trainers who have expertise in the required domain. Each of the topics under the training program consists of well-balanced theory and provides hands on training to optimize the knowledge regarding the concepts. Join CETPA & we will ensure that you will get a competitive edge in today’s competition and that they will stay ahead in the race.
FAQ
REVISTING PYTHON
- Revisting Python
- List and Dictionary Comprehension
- Programming assignment
INTRODUCTION TO DATA ANALYTICS
- Why Analytics?
- Traditional Data Management
- Types of Analytics
- Dimensions and measures
- Why learn Python for data analysis?
LIBRARIES FOR DATA ANALYTICS
- Anaconda
- Anaconda Numpy, Scipy, Pandas Matplotlib, Seaborn
STATISTICS:
- Mean, Median, Mode
- Z-scores
- Bias -variance dichotomy
- Sampling and t-tests Sample vs Population statistics
- Random Variables
- Probability distribution function
- Expected value
- Binomial Distributions
- Normal Distributions
- Central limit Theorem
- Hypothesis testing
- Z-Stats vs T-stats
- Type 1 type 2 error
- Chi Square test
- ANOVA test and F-stats
JUPYTER NOTEBOOK
- Create Documentation
- Code mode
- Markdown mode
- Heading mode
NUMPY:
- Creating NumPy arrays
- Indexing and slicing in NumPyss
- Downloading and parsing data
- Creating multidimensional arrays
- Numpy Data types
- Array tributes
- Indexing and Slicing
- Creating array views copies
- Manipulating array shapes I/O
SCIPY:
- Introduction to Scipy
- Create function
- modules of SciPy
PANDAS:
- Using multilevel series
- Series and Data Frames
- Grouping, aggregating
- Merge DataFrames
- Generate summary tables
- Group data into logical pieces
- Manipulate dates
- Creating metrics for analysis
- Data wrangling
- Merging and joining
- Analytics Vidhya dataset-Loan Prediction Problem
- Data Mugging using Pandas
- Building a Predictive Model
MATPLOTLIB:
- Scatter plot
- Bar charts, histogram
- Stack charts
- Legend title Style
- Figures and subplots
- Plotting function in pandas
- Labelling and arranging figures.
- Save plots
SEABORN:
- Style functions, Color palettes
- Distribution and Categorical plots
- Regression plots
- Axis grid objects
WEB SCRAPING:
- Scraping Webpages
- Beautifulsoup package
- Real time project
INTRODUCTION TO ML
- What is ML? And Why ML?
- Introduction to Supervised ML
- Introduction to Unsupervised ML
- Mathematical Background for ML
- Matrix ops Probability Theory (Bayes’ Theorem)
- ML Glossary-Variable types, k-fold
- CV, AUC, F1 score,
- Overfitting/ Underfitting
- Data split & hyper parameter
PROJECTS:
- Real time Projects
NOTE: PREREQUISITES:
- Python Programming
| Delivery Mode | Location | Course Duration | Schedule (New Batch Starting) |
|---|---|---|---|
| Classroom Training (Regular/ Weekend Batch) | *Noida/ Lucknow *Dehradun /Roorkee | 4/6/12/24 weeks | New Batch Wednesday/ Saturday |
| *Instructor -Led Online Training | Online | 40/60 Hours | Every Saturday or as per the need |
| *Virtual Online Training | Online | 40/60 Hours | 24x7 Anytime |
| College Campus Training | India or Abroad | 40/60 Hours | As per Client’s need |
| Corporate Training (Fly a Trainer) | Training in India or Abroad | As per need | Customized Course Schedule |
5
Data Analytics Using R Training
I had completed Data Analytics using R classes,My trainer cleared my multiple queries even now i am working but when I stuck anywhere, I usually call to sir for help. He responds really well.
Data Analytics Using R Training
I had completed Data Analytics using R classes,My trainer cleared my multiple queries even now i am working but when I stuck anywhere, I usually call to sir for help. He responds really well.
Course Features
- Lectures 0
- Quizzes 0
- Duration 10 weeks
- Skill level All levels
- Students 0
- Assessments Yes
