Data Science Training in Barcelona

SKU: 11755
10 Lesson
|
40 Hours

One of the biggest perks of enrolling in the best Data Science Training institute in Barcelona is the opportunity to learn from seasoned industry professionals with the right knowledge and expertise. igmGuru’s Data Science Training in Barcelona will help you become a pro in topics such as statistics, business, social sciences, computer science, and business. Unlock the door to numerous job titles in leading companies across the globe with our Data Science course.

Data Science Course in Barcelona Overview

IgmGuru offers one of the Best Data Science Training in Barcelona. Data Science Course in Barcelona has been designed after consulting some of the best professionals in the industry. The reason we have done this is because we wanted to embed the topics and techniques which are practiced in the industry, conduct them with the help of pedagogy which is followed across universities – kind of practical data science with R implementation. In doing so, we prepare our learners to learn data science with R programming in a more industry/job ready fashion. 

IgmGuru is one of the best Data Science Institute in Barcelona which delivers a high level of quality training with the help of Industry Expert Professionals.

You would invariably find a lot of ways to learn data science course in Barcelona. But what is it that makes this course stand apart from the rest. We will give you certain points about this course and its features which will help you decide.

Welcome to R programming. R is an open-source programming language used for statistical computing and graphics supported by the R Foundation for Statistical Computing. The R language is widely used among statisticians and data miners for developing statistical software and data analysis. R and its libraries are used for implementing statistical and graphical techniques, including linear and nonlinear modeling, classical statistical tests, time-series analysis, classification, clustering, and others. R is easily extensible through functions and extensions, and the R community is noted for its active contributions in terms of packages

IgmGuru offers one of the best Data Science course in Barcelona, keeping in mind about learners who have zero to some level of exposure to R. Any ideal session in this course would dedicate a good amount of time understanding the theoretical part after which we will be moving on to the application of theoretical concepts by doing hands-on these statistical techniques. You would be provided with a lot of data set to practice and implement statistical techniques during the session and also to practice later on in the form of self-study which will help you in your journey to learn data science with R programming.

Key pillars of Best Data Science Course in Barcelona.

  1. Application of mathematical and statistical concepts
  2. Expressing them using a programming language or a tool/platform
  3. Particular business domain

When learners learn data science with R programming modules, they will understand the number of focuses that have been put on various use cases, some of the very famous applications/services which use R, and then we gradually move to understand data science workflow using R theoretically. We will help you understand the basic components of any data science model, right from fetching your data from your database to building a model that is in a deployable form.

Key Points about Best Data Science Training in Barcelona.

As you will progress in the Data Science with R certification program, you will acquire the below skills

  • Introduction and implementation of Statistical techniques
  • Understanding the data with respect to a business problem
  • Data wrangling techniques
  • Data representation/visualization for insight generation
  • Understanding and building machine learning workflows
  • Understanding various model parameters and their role
  • Hyper tuning statistical models
  • Deploying statistical models
  • Maintaining statistical models

With respect to the above steps, you will also learn how to use data science specific libraries in R e.g. Frequently used libraries in data cleaning like plyr, dplyr, tidyr, stronger, etc; data plotting libraries like ggplot2, lattice; machine learning-based modules for building various regression and classification based algorithms like CART, randomForest, e1071, Rpart, etc. These will help learners to learn data science with R programming.

A good amount of content has also been dedicated to Natural Language Processing techniques and various web scraping methodologies. Of late, NLP is gaining a lot of popularity owing to use in our day to day life e.g. Mails, tweets, FB posts, WhatsApp chats are ideal input for any NLP based models. You are very like to experience NLP based openings which are nowadays considered to be a specialty within the Machine Learning branch. These are all instances that you could experience while Best Data Science Course in Barcelona.

Hence assessing the market-based demands, we have specifically designed modules to upskill you in this area as well – mostly to learn best data science course in Barcelona. A very significant model in the area of NLP is Sentiment Analysis which is something we will be building to start things of and will move on to build much complex algorithms in this area.

Key Features

Data Science Training in Barcelona Modules

1. Overview
2. Business Decisions and Analytics
3. Types of Business Analytics
4. Applications of Business Analytics
5. Data Science Overview

1. Overview
2. Importance of R
3. Data Types and Variables in R
4. Operators in R
5. Conditional Statements in R
6. Loops in R
7. R script
8. Functions in R

1. Overview
2. Identifying Data Structures
3. Demo: Identifying Data Structures
4. Assigning Values to Data Structures
5. Data Manipulation
6. Demo: Assigning values and applying functions

1. Overview
2. Introduction to Data Visualization
3. Data Visualization using Graphics in R
4. ggplot2
5. File Formats of Graphic Outputs

1. Introduction to Hypothesis
2. Types of Hypothesis
3. Data Sampling
4. Confidence and Significance Levels

1. Overview
2. Hypothesis Test
3. Parametric Test
4. Non-Parametric Test
5. Hypothesis Tests about Population Means
6. Hypothesis Tests about Population Variance
7. Hypothesis Tests about Population Proportions

1. Overview
2. Introduction to Regression Analysis
3. Types of Regression Analysis Models
4. Linear Regression
5. Demo: Simple Linear Regression
6. Non-Linear Regression
7. Demo: Regression Analysis with Multiple Variables
8. Cross Validation
9. Non-Linear to Linear Models
10. Principal Component Analysis
11. Factor Analysis

1. Overview
2. Classification and Its Types
3. Logistic Regression
4. Support Vector Machines
5. Demo: Support Vector Machines
6. K-Nearest Neighbours
7. Naive Bayes Classifier
8. Demo: Naive Bayes Classifier
9. Decision Tree Classification
10. Demo Decision Tree Classification
11. Random Forest Classification
12. Evaluating Classifier Models
13. Demo: K-Fold Cross Validation

1. Overview
2. Introduction to Clustering
3. Clustering Methods
4. Demo: K-means Clustering
5. Demo: Hierarchical Clustering

1. Overview
2. Association Rule
3. Apriori Algorithm
4. Demo: Apriori Algorithm

Talk To Us

We are happy to help you

1-800-7430-173 (US Toll Free)

Drop Us a Query

Fields marked * are mandatory

Request For Live Demo Class

Course Fees

Online Class Room Program

US $ 599.00
Refund Policy
  • Duration : 40 hrs
  • Lifetime Free Upgrade
  • Reference Documents
  • 24x7 Support & Access

Corporate Training

  • Customized Training Delivery Model
  • Flexible Training Schedule Options
  • Industry Experienced Trainers
  • 24x7 Support

Trusted By Top Companies Worldwide

Want to know Today's Offer

X

Data Science Certification in Barcelona

Once you have completed the Data Science training in Barcelona, you will have to go through examination for Data Science certification in Barcelona. The focus will be to learn data science with R programming modules that learners have gone through. The certification exam will mainly consist of quizzes, MCQs, and a project which you will have to build from scratch and submit. The project work would be graded after which the certification would be awarded.

Data Science Certification in Barcelona

Data Science Course in Barcelona FAQ