Data Science training

HKR introduced the most comprehensive data science training with a vast career prospect in data science. Professional experts designed this data science course to suit all levels of categories to grow your professional career. During the Training, we help the trainees to equip them with logical and programming ability to build d.....atabase models by considering fundamental techniques like data mining, machine learning, predictive analytics, processing of structured and unstructured data, etc. We assist everyone to work on some real-time scenarios and use cases that help you in clearing the data science certification exams. Join HKR to grab this excellent industry-oriented Training.  Read more

Trusted Professionals   Batch Starts On: 24th Sep
Data Science Certification Training

Why should I learn Data Science?

Being professional in data science helps to advance their career in Big Data, Ma.....chine Learning, and Business Intelligence. Read more

The demand for the certified data science analysts is very high and can demand a.....s per industry standards. Read more

Moreover, it became the most significant necessity of almost all the top MNC's i.....n the leading global market. Read more

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DATA SCIENCE COURSE OVERVIEW

Data science is a blend of tools, technologies, algorithms, and business statistics that recognizes the hidden patterns in the raw data to make sound and informed business decisions.

HKR Trainings provides the most accurate and up-to-date data science training. The entire course curriculum covers basic concepts to advanced levels, thereby enhancing your critical skills in business intelligence, data analysis, machine learning, big data analytics, deep understanding of related algorithms, data mining, cleansing, and transformation and deriving the business insights. Sign up today for the industry-leading data science course at HKR.

Data Science Course Content

Data Science Course Module:

Data Science course curriculum is structured to streamline the learning process by a team of experts. You can find the complete course details in below-mentioned modules:

In this module, you are going to learn about the various Data Science concepts, as follows:

  • Introduction to Data Science, Importance of data science, applications, lifecycle, and components.
  • Big data Hadoop, machine learning and deep learning
  • Introduction to R programming and R studio.
  • Introduction to data exploration
  • Importing and exporting data to and from external sources
  • Data exploratory analysis
  • DataFrames, factors, loops, operators, conditional and looping statements, user-defined functions and data types, etc.
  • Introduction to data manipulation
  • Introduction to dplyr package
  • Briefing about functions and combining different features with the pipe operator
  • Implementing SQL operations with sqldf.
  • Introduction to data visualization
  • Explaining different graphs functions and it's implementations
  • Multivariate analysis with geom_boxplot
  • Univariate analysis with a barplot
  • Creation of barplots
  • Visualization with Plotly
  • Working with themes and coordinates to present graphs more visually and clearly.
  • Geographic visualization with ggmap() and building applications with shinyR.
  • Need for statistics
  • Categories of statistics
  • Correlation and covariance, standardization, normalization, normal distribution, chi-square testing, ANOVA, and binary distribution.
  • Introduction to machine learning, linear regression, predictive modeling, formulas, assumptions, and building a simple linear model
  • Introduction to logistic regression
  • Comparison of different types of regressions.
  • Confusion matrix the accuracy of a model, threshold evaluation with ROCR, and understanding qqnorm() and qqline()
  • Building linear models with multiple independent variables.
  • Introduction to logistic regression
  • Concepts of logistic regression
  • Building a simple binomial model
  • Finding out the right threshold using the ROC plot
  • Real-time applications of logistic regression.
  • Classification and it's techniques
  • Introduction to decision trees, algorithm and building a decision tree in R
  • Confusion matrix, regression trees vs. classification trees
  • Introduction to bagging
  • Random Forest and its implementation in R
  • Naive Bayes and it's computing possibilities
  • Concepts of Impurity function, Entropy, Gini index, and Information gain for the right split of node
  • Overfitting, pruning basics, finding out the correct number of trees, and evaluating performance metrics.
  • Clustering, types and use cases
  • Introduction to unsupervised learning
  • Feature extraction, clustering algorithm, and k-means clustering algorithm
  • Briefing about k-means and its implementation
  • Explaining the Principal Component Analysis (PCA) in detail and implementing PCA in R
  • Introduction to association rule mining, advantages, types, measuring the association
  • rule mining and implementation.
  • Introduction to recommendation engines
  • How are recommendation engines implemented in R?
  • Recommendation engines use cases.
  • Summary
  • AI and deep learning
  • Fundamental of Artificial Neural Networks
  • Tensor Flow
  • Computational frameworks for building AI models
  • Fundamental of tensorflow and working it with R
  • What is a time series?
  • Techniques, applications, and components of the time series
  • ARIMA model
  • Time series in R, sentiment analysis in R (Twitter sentiment analysis), and text analysis
  • What is the Bayes theorem?, Naïve Bayes Classifier?
  • How Naive Bayes classifier works and classifier building in Scikit-Learn.
  • classification model using Naïve Bayes and the zero probability problem
  • Introduction to text mining, use cases, and understanding and manipulating the text with 'tm' and 'stringR'.
  • Text mining algorithms and the quantification of the text
  • TF-IDF and after TF-IDF

Customize Your Curriculum

Data Science Training Highlights

30 Hrs Instructor-Led Training

Learn on your own timeline

Master Your Craft

Real-world & Project Based Learning

Lifetime LMS & Faculty Access

24/7 online expert support

Access to an online community forum

Customised course creation

Data Science training Advantages

This Technology Offers Excellent Career Opportunities Worldwide.

Salaries Offered for Certified Professionals is Very High and More Number of People Started Learning this Course.

It has a Great Learning Scope

Streamlined Work Process Helps You Execute all Complex Tasks Easily.

Fast track your career growth with Data Science Certification Training Ccertification course.

Data Science online training Objectives

Upon completing this data science training, you will be able to learn how to analyze the data, serve useful information, and apply algorithms and mathematical skills to the data that helps make sound business decisions, develop the product, and forecast the business for future development.

The Data ScienceTraining Certification was designed for professionals with and without work experience in any of the profiles below: 

  • Freshers / Officials from any field 
  • Who wants to seek their career as a data scientist
  • Big data analyst professionals 
  • Machine learning professionals
  • Predictive Analytics and Information Architects
  • Programming Enthusiasts.

Everyone with basic programming knowledge and a good understanding of mathematics, logical reasoning is mandatory.

You need to look for the right platform where you gain full knowledge; one such as HKR training, provides excellent support for data science training by illustrating real-time scenarios and use cases. And gradually that helps you to build your career in this field.

Once you complete the entire course, HKR issues the course complete certificate, which will help you get your desired job.

Our trainers are highly qualified and certified with many years of industry experience and technology background.

We don't provide any job, but we offer complete assistance and guide you to get through the certification exam and help you clear the interview with some amplified interview questions. Moreover, your job is based on your performance in the interview panel.

Interested in our Data Science Certification Training program ?

Data Science Training Options

We follow four Data Science training formats for the flexibility of our students.

Live Online Training
Live Online Training
  • » Interact live with industrial experts.
  • » Flexible Schedule.
  • » Free Demo before Enroll.
  •  
1:1 Live Online Training
1:1 Live Online Training
  • » Dedicated Trainer for you.
  • » 1:1 Total Online Training.
  • » Customizable Curriculum.
  •  
  •  
Self-Paced E-Learning
Self-Paced E-Learning
  • » Get E-Learning Videos.
  • » Learn Whenever & Wherever.
  • » Lifetime free Upgrade.
  •  
  •  
Corporate Training
Corporate Training
  • » Customized Training.
  • » Live Online/Classroom/Self-paced.
  • » 10+ years Industrial Expert Trainers.

Data Science Certification

Certifications provide evidence of the attributes and expertise that you possess. If you are well certified, they will help you to lift your professional career. Data scientist certifications are broadly classified as below: Microsoft Certified Solution Expert: An MCSE certification covers all the..... IT skills to become a data scientist. For the data science certification, Microsoft provides two courses, namely: Focus on data management and analytics And business applications. Cloudera Certified Professional Data Engineer: This certification shows your essential skills and in-depth experience as a data analyst. HKR effectively designed the data science course by covering all the concepts required to clear all the certification mentioned above exams. Once you are done with your complete training, you need to work on real-time projects to gain practical experience. We will provide a course completion certificate. Join HKR Trainings today to improve your tech skills as a data scientist. Read more

HKR Trainings Certification

Data Science Projects

We at HKR not only provide you with theoretical training but also make you practically knowledgeable by making you work with real-world projects and case studies. Every course we offer includes two real-time projects which provide you with real-time experience. The practical knowledge improves your domain expertise and helps you in clearing the certifications with ease.

Interested in our Data Science Certification Training program ?

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Our Learners

Pravalika

Pravalika

HKR Trainings is providing the best online training I have seen in my 10 years of IT career!!! I have been an HKR Trainings student for over one year now. Having completed courses such as People Data Science, Fuse ESB Training, Sailpoint Training and AWS Certification Training. I must say HKR Trainings has excellent course content for some of the latest technologies and the training well be given by experienced trainers. I am impressed by all the trainers of HKR Trainings....And also HKR Trainings provides unique training platform where each live session of the course is recorded and this can be played back unlimited times by the student and has lifetime access to these recordings. And this is great way to learn from HKR Trainings.

Prashanth

Prashanth

I basically like the way HKR'S people Data Science Training and for technical support we always get executives available who helps us in best possible manner and regarding the training part it has been awesome because the instructor is amazing and the best trainer of HKR Trainings....

FAQ's

Each and every class is recorded so if you missed any class you can review the recordings and clarify any doubts with the trainer in next class.

Yes, we don’t assure 100% placement assistance. We are tied up with some corporate companies so when they have a requirement we send your profiles to them.

Yes, we provide demo before starting any training in which you can clear all your doubts before starting training.

Our trainers are real time experts who are presently working on particular platform on which they are providing training.

You can call our customer care 24/7

Max of the students get satisfied with our training, if you are not then we provide a specialised training in return.

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