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Home / Data Science Courses / Data Science Training Course
Data Science Training Course
Intellipaat Data science training course help you master data analytics with R. You will gain expertise in Data Modeling and machine learning algorithms like Naïve Bayes, K-Means Clustering, and predictive analytics. You will also learn how to connect R with Hadoop and work on real life case studies like building a recommendation engine for e-commerce site, Recommendation for movies using predictive analytics & market basket analysis for retail domain.
Offer Get Mahout course free with this course!
About Data Science Certification Training Course
This is a complete course that provides you detailed understanding of data science, project life cycle, data acquisition, analysis, statistical methods and machine learning. You will gain expertise to deploy Recommenders using Apache Mahout, data transformation, experimentation and evaluation.
What you will learn in this Training?
- Learn about Data Science in real world, Project Life cycle, and Data Acquisition
- Understand Machine Learning Algorithms
- Study the tools and techniques of Experimentation, Evaluation and Project Deployment
- Learn the concept of Prediction and Analysis Segmentation through Clustering
- Learn the basics of Big Data and ways to integrate R with Hadoop
- Get trained about the roles and responsibilities of a Data Scientist
- Explore steps to install IMPALA
- Live Projects on Data science, analytics and Recommender Systems
Who should take this Data Science Course?
- Big Data Specialists, Business Analysts and Business Intelligence professionals
- Statisticians looking to improve their Big Data statistics skills
- Developers wanting to learn Machine Learning (ML) Techniques
- Information Architects looking to learn Predictive Analytics
- Those looking to take up the roles of Data Scientist and Machine Learning Expert
What are the prerequisites for learning Data Science?
There are no particular prerequisites for this Training Course. If you love mathematics, it is helpful.
Why should you take the Data Scientist Course?
- Data Scientist is the best job of the 21st century - Harvard Business Review
- Global Big Data market to reach $122B in revenue by 2025 – Frost & Sullivan
- The US alone could face a shortage of 1.4 -1.9 million Big Data Analysts by 2018 – Mckinsey
There is a serious shortage of Data Scientists and this is a major concern for Top MNCs around the world. All this means the major corporations are ready to pay top dollar salaries for professionals with the right Data Science skills. This Training Course equips will all the latest technologies in Big Data, analytics, and R programming. Thus you can easily take your career to the next level after completion of this Course.
Find Data Science Training in other cities
Bangalore, Melbourne, Chicago, Hyderabad, San Francisco, London, New York, Toronto, India
Data Science Course Content
Getting started with Data Science and Recommender Systems
Introduction to Data Science, importance of Data Science, statistical and analytical methods, deploying Data Science for Business Intelligence, transforming data, machine learning and introduction to Recommender systems.
Reasons to Use Data Science – Project Life cycle
How Data Science solves real world problems, Data Science Project Life Cycle, principles of Data Science, introduction to various BI and Analytical tools, data collection, introduction to statistical packages, data visualization tools, R Programming, predictive Modeling, machine learning, artificial intelligence and statistical analysis.
Data Conversion
Converting data into useful information, Collecting the data, Understand the data, Finding useful information in the data, Interpreting the data, Visualizing the data
Terms of Statistics
Descriptive statistics, Let us understand some terms in statistics, Variable
Plots
Dot Plots, Histogram, Stemplots, Box and whisker plots, Outlier detection from box plots and Box and whisker plots
Set & rules of probability, Bayes Theorem
What is probability?, Set & rules of probability, Bayes Theorem
Distributions
Probability Distributions, Few Examples, Student T- Distribution, Sampling Distribution, Student t- Distribution, Poison distribution
Sampling
Stratified Sampling, Proportionate Sampling, Systematic Sampling, P – Value, Stratified Sampling
Tables & Analysis
Cross Tables, Bivariate Analysis, Multi variate Analysis, Dependence and Independence tests ( Chi-Square ), Analysis of Variance, Correlation between Nominal variables
Acquiring Data
Boxplot in R programming, understanding distribution and percentile, identifying outliers, Rstudio Tool, various types of distribution like Normal, Uniform and Skewed.
Machine Learning in Data Science
Deploying machine learning for data analysis, solving business problems, using algorithms for searching patterns in data, relationship between variables, multivariate analysis, interpreting correlation, negative correlation.
Deep dive into Data Transformation & Apache Mahout
Data Transformation key phases Data Mapping and Code Generation, Data Processing operation, data patterns, data sampling, sampling distribution, normal and continuous variable, data extrapolation, regression, linear regression model.
Data Testing and Assessment
Data analysis, hypothesis testing, simple linear regression, Chi-square for assessing compatibility between theoretical and observed data, implementing data testing on data warehouse, validating data, checking for accuracy, data operational monitoring capabilities.
Data Model, Algorithms & Prediction
Various techniques of data Modeling and generating algorithms, methods of business prediction, prediction approaches, data sampling, disproportionate sampling, data Modeling rules, data iteration, and deploying data for mission-critical applications.
Data Segmentation and Analysis
Working with large data sets in data warehouses, data clustering, grouping, horizontal & vertical slicing, data sharding in partitioning, clustering algorithms, K-means Clustering for analysis and data mining, exclusive clustering, hierarchy clustering, Mahout Clustering algorithm and Probabilistic Clustering, nearest neighbour search, pattern recognition, and statistical classification.
Integration of R and Hadoop
Introduction to R statistical computing and graphics, concepts, features and advantages of R, Big Data Hadoop familiarity, integrating R and Hadoop, basic architecture, framework, installing R Impala packages.
Data Science Project
Project 1 – Understanding Cold Start Problem in Data Science
Topics: This project involves understanding of the cold start problem associated with the recommender systems. You will gain hands-on experience in information filtering, working on systems with zero historical data to refer to, as in the case of launching a new product. You will gain proficiency in working with personalized applications like movies, books, songs, news and such other recommendations. This project includes the following:
- Algorithms for Recommender
- Ways of Recommendation
- Types of Recommendation -Collaborative Filtering Based Recommendation, Content-Based Recommendation
- Complete mastery in working with the Cold Start Problem.
Project 2 – Recommendation for Movie, Summary
Topics: This is real world project that gives you hands-on experience in working with a movie recommender system. Depending on what movies are liked by a particular user, you will be in a position to provider data-driven recommendations. This project involves understanding recommender systems, information filtering, predicting ‘rating’, learning about user ‘preference’ and so on. You will exclusively work on data related to user details, movie details and others. The main components of the project include the following:
- Recommendation for movie
- Two Types of Predictions – Rating Prediction, Item Prediction
- Important Approaches: Memory Based and Model-Based
- Knowing User Based Methods in K-Nearest Neighbor
- Understanding Item Based Method
- Matrix Factorization
- Decomposition of Singular Value
- Data Science Project discussion
- Collaboration Filtering
- Business Variables Overview
Case Study
The Market Basket Analysis (MBA) case study
This case study is associated with the modeling technique of Market Basket Analysis where you will learn about loading of data, various techniques for plotting the items and running the algorithms. It includes finding out what are the items that go hand in hand and hence can be clubbed together. This is used for various real world scenarios like a supermarket shopping cart and so on.
Sample Data Science Video Tutorials
Introduction to Data Scientist
Frequently Asked Questions about Data Science
Why should I learn Data Science from Intellipaat?
Intellipaat provides the best Data Science training for professionals looking to master this exciting and challenging field. In this training course you will learn about Data Science, methods of data acquisition, project life cycle, deploying machine learning and statistical methods along with studying about Apache Mahout, data transformation and working with recommenders. This training course is fully aligned towards clearing the CCP Data Scientist Cloudera certification (CCP:DS).
You will be working on real time projects that have high relevance in the corporate world, step by step assignments and curriculum designed by industry experts. Upon completion of the training course you can apply for some of the best jobs in top MNCs around the world at top salaries. Intellipaat offers lifetime access to videos, course materials, 24/7 Support, and course material upgrading to latest version at no extra fees. Hence it is clearly a one-time investment.
What are the various modes of training that Intellipaat offers?
Intellipaat basically offers the self-paced training and online instructor-led training. Apart from that we also provide corporate training for enterprises. All our trainers come with over 12 years of industry experience in relevant technologies and also they are subject matter experts working as consultants. You can check about the quality of our trainers in the sample videos provided.
Can I request for a support session if I find difficulty in grasping topics?
If you have any queries you can contact our 24/7 dedicated support to raise a ticket. We provide you email support and solution to your queries. If the query is not resolved by email we can arrange for a one-on-one session with our trainers. The best part is that you can contact Intellipaat even after completion of training to get support and assistance. There is also no limit on the number of queries you can raise when it comes to doubt clearance and query resolution.
Can you explain to me about the Intellipaat self-paced training and its various benefits?
The Intellipaat self-paced training is for people who want to learn at their own leisurely pace. As part of this program we provide you with one-on-one sessions, doubt clearance over email, 24/7 Live Support, lifetime LMS and upgrade to the latest version at no extra cost. The prices of self-paced training can be 75% lesser than online training. While studying should you face any unexpected challenges then we shall arrange a Virtual LIVE session with the trainer.
What kind of projects will I be working on as part of the training?
We provide you with the opportunity to work on real world projects wherein you can apply your knowledge and skills that you acquired through our training. We have multiple projects that thoroughly test your skills and knowledge of various aspect and components making you perfectly industry-ready. These projects could be in exciting and challenging fields like banking, insurance, retail, social networking, ecommerce, marketing, sales, high technology and so on. The Intellipaat projects are equivalent to six months of relevant experience in the corporate world.
Do you provide placement assistance?
Yes, Intellipaat does provide you with placement assistance. We have tie-ups with 80+ organizations including Ericsson, Cisco, Cognizant, TCS, among others that are looking for skilled & quality professionals and we would be happy to assist you with the process of preparing yourself for the interview and the job.
Can I switch from self-paced training to online instructor-led training?
Yes, if you would want to upgrade from the self-paced training to instructor-led training then you can easily do so by paying the difference of the fees amount and joining the next batch of classes which shall be separately notified to you.
How are your verified certificates awarded?
Upon successful completion of training you have to take a set of quizzes, complete the projects and upon review and on scoring over 60% marks in the qualifying quiz the official Intellipaat verified certificate is awarded.
The Intellipaat Certification is a seal of approval and is highly recognized in 80+ corporations around the world including many in the Fortune 500 list of companies.
Data Science Certification
This course is designed for clearing the CCP Data Scientist Cloudera Certification (CCP:DS) Exam. The entire training course content is in line with this certification program and helps you clear it with ease and get the best jobs in the top MNCs. As part of this training you will be working on real time projects and assignments that have immense implications in the real world industry scenario thus helping you fast track your career effortlessly.
At the end of this training program there will be quizzes that perfectly reflect the type of questions asked in the respective certification exams and helps you score better marks in certification exam.
Intellipaat Course Completion Certification will be awarded on the completion of Project work (on expert review) and upon scoring of at least 60% marks in the quiz. Intellipaat certification is well recognized in top 80+ MNCs like Ericsson, Cisco, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered, TCS, Genpact, Hexaware, etc.
Data Science Training Review
Data Science Review
Self Paced
$233 | 13281
Lifetime Access and 24/7 Support
Online Classroom
$400 | 22800
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Key Features
Instructor Led Training : 35 Hrs
All the instructor led training sessions are recorded and made available in LMS within 24 hours. This includes video, course material, exercise files and data sets used during the session.
Self-paced Videos : 28 Hrs
High quality interactive e-learning sessions for Self paced course.
For online instructor led training, total course will be divided into sessions.
Exercises & Project Work : 56 Hrs
Each module will be followed by practical assignments and lab exercises. Towards the end of the course, you will be working on a project where would be expected to complete a project based on your learning. Our support team is available to help through email, phone or Live Support for any help required.
Get Certified & Job Assistance
This course is designed for clearing Cloudera certification (CCP:DS). At the end of the course there will be a quiz and project assignments once you complete them you will be awarded with Intellipaat Course Completion certificate.
Intellipaat enjoys strong relationship with multiple staffing companies in US, UK and have +80 clients across the globe. If you are looking out for exploring job opportunities, you can pass your resumes once you complete the course and we will help you with job assistance. We don’t charge any extra fees for passing the resume to our partners and clients
Flexible Schedule
For Online Classroom training we provide flexible schedule. If you miss any session or you are not able to join the classes for the enrolled batch then you can reschedule your enrollment and join another batch or attend only the missed classes in another batch.
Lifetime free upgrade
Intellipaat courses come with lifetime free upgrade to latest version. It’s a lifetime investment in the skills you want to enhance
24 x 7 Lifetime Support & Access
Once you enroll to our course, you get lifetime access to the course as well as 24x7 lifetime technical support. All you need is to raise a ticket. In the case of instructor led training, the instructor will help you with your queries directly. If required, our tech support can provide you live support by accessing your machine remotely. Our top notch tech support ensures that all your doubts and problems faced during labs and project work are clarified round the clock.
Drop Us A Query
Recommended Courses
Latest Trends: The Unification of Data Science & Internet of Things!
With the increasing preponderance of Internet of Things and the field of Data Science there is increased possibility of the two fields overlapping and unifying in order to come up with new ways of solving problems and making our lives better.
Most of the data that will be created in the future will be thanks to Internet of Things. Data Science will have more data to play with and due to this our world will change for good. Most of the IoT devices will be spewing data non-stop and all this data is fuel for deriving insights using the tools, techniques of Data Science. It is about converting raw data into real-time analytics.
The Internet of Things will affect facets of our lives including traffic management, connected homes, medical domain, agriculture, manufacturing among other things. All this data can be deciphered in order to come up with new insights, better ways of managing and implementing things, creating new synergies, removing bottlenecks and inefficiencies and the ability to predict things in a way that can completely revolutionize the way we look at age-old problems and issues through a new shift of paradigm.
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Sales Offer
- To avail this offer, enroll before 23rd July 2017.
- This offer cannot be combined with any other offer.
- This offer is valid on selected courses only.
- Please use coupon codes mentioned below to avail the offer
Valuable material for learning. Worth spending!!
Their courses are well structured and taught by recognized professionals. I have found the videos to be of excellent quality. Thanks
Highest Quality Training
I want to talk about the rich LMS that Intellipaat data science training offered. The extensive set of PPTs, PDFs, and other related course material were of the highest quality and due to this my learning with Intellipaat was excellent and I could clear the Cloudera Data Scientist certification in the first attempt.
Excellent Training
I had taken the data science master program which is a combo of SAS, R and Apache Mahout. Since there are so many technologies involved getting your query resolved at the right time becomes the most important aspect. But with Intellipaat there was no such problem as all my queries were resolved in less than 24 hours.
Learner Friendly Training
The Intellipaat data science videos really made up excited about studying data science. They were so elaborate and so professionally created that I could learn data science from the comfort of my home thanks to those learner-friendly videos. I am grateful to Intellipaat.
Comprehensive learning experience
Data science training includes a lot of constituent components and the Intellipaat data science training provided the most comprehensive and in-depth learning experience. I really liked the projects in data science which were real world projects helping me take on a data science role in the real world that much easier.
You make a difference
My issue was resolved thanks to the deep domain expertise of the trainer. I am greatly indebted to you for assigning such knowledgeable and experienced trainers. It really makes a difference to the learner.
Fully Satisfied
"Awesome response time to query resolution. Thanking you for resolving all my issues and helping me realize the tough concepts through the highly insightful videos "
5 STARS ALL AROUND
I think this certificate is a very good way of starting a career in Data Science. The instructors are reasonably good. The projects was also very interesting and relevant to current industry trends.
Perfect Training!
The classes were highly interactive and also practical oriented. The office staff was cordial and co-operative. Every teaching session was recorded each day and was put on-line by the institute which was really helpful. The trainer was very patient and able to solve or give some hints to solve all the questions posed to him.
Informative Site
The site is very informative. The videos are like classroom training... Thanks Intellipaat
Quality Content
I really appreciate the quality of the material and the content of this course!! Thanks to all Intellipaat team!