Data Science Certification Training Course - Houston, USA

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Intellipaat Data Science training is a comprehensive training for learn the various aspects of data science like data analysis, deploying algorithms, R statistical computing, machine learning, Naïve Bayes, K-Means clustering, R connectivity with Hadoop through real-world projects for hands-on experience.

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About Data Science Training Course

Intellipaat offers the definitive training for Data Science in Houston, Texas that lets you have a complete learning experience in data acquisition, cleansing, aggregation, analysis, applying statistical methods and machine learning algorithms. You will work on deploying recommender systems using Apache mahout, understand R programming and more.

What you will learn in this Data Analytics Training?

Fundamentals of Data Science in real world
Introduction to various tools and techniques used
Data scientist roles and responsibilities
In-depth data mining, manipulation & transformation
Using clustering, prediction, segmentation & analysis
Working with linear and logistic regression.

Who should take this Data Science Online 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.

What are the Data Science job opportunities in Houston?

Houston in Texas is top destination for businesses ranging from oil and gas, high technology, automobile, manufacturing, space research, aviation among others. All these industries are extensively deploying data science tools and techniques for getting more business insights. So due to this there are wide-ranging jobs in data science in the city of Houston, TX in the United States.

What is the Data Science market trend in Houston?

The Data Science market trend in Houston, Texas is growing at a vary fast pace due to most of the enterprises in Houston heavily invested in this domain. If you are a professional then you can make the best of this rising data science market trend in Houston by getting trained and certified in Data Science.

Why should you take the Data Scientist Certification 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

It is one of the hottest job roles as per the Harvard Business Review. If you are looking for an exciting job role that also pays really well then you need to serious consider data science domain. Intellipaat offers the most comprehensive training bootcamp in data science that checks all the right boxes and helps you pursue your dream career of becoming a data scientist.

Find Data Science Training in other cities

Melbourne, Delhi, Dublin, Hong Kong, Kolkata, Mumbai, Chennai, Dallas, Noida, Pune, Singapore, Sydney, Bangalore, Chicago, Hyderabad, San Francisco, London, New York, Toronto, India, Dubai, Jersey, Los Angeles, Melbourne, San Jose

Data Science Course Content

Introduction to Data Science and Statistical Analytics

Introduction to Data Science, Use cases, Need of Business Analytics, Data Science Life Cycle, Different tools available for Data Science

Introduction to R

Installing R and R-Studio, R packages, R Operators, if statements and loops (for, while, repeat, break, next), switch case

Data Exploration, Data Wrangling and R Data Structure

Importing and Exporting data from external source, Data exploratory analysis, R Data Structure (Vector, Scalar, Matrices, Array, Data frame, List), Functions, Apply Functions

Data Visualization

Bar Graph (Simple, Grouped, Stacked), Histogram, Pi Chart, Line Chart, Box (Whisker) Plot, Scatter Plot, Correlogram

Introduction to Statistics

Terminologies of Statistics ,Measures of Centres, Measures of Spread, Probability, Normal Distribution, Binary Distribution, Hypothesis Testing, Chi Square Test, ANOVA

Predictive Modeling – 1 ( Linear Regression)

Supervised Learning – Linear Regression, Bivariate Regression, Multiple Regression Analysis, Correlation ( Positive, negative and neutral), Industrial Case Study, Machine Learning Use-Cases, Machine Learning Process Flow, Machine Learning Categories

Predictive Modeling – 2 (Logistic Regression)

Logistic Regression

Decision Trees

What is Classification and its use cases,? What is Decision Tree,?Algorithm for Decision Tree Induction, Creating a Perfect Decision Tree, Confusion Matrix

Random Forest

Random Forest, What is Naive Bayes?

Unsupervised learning

What is Clustering & it’s Use Cases,? What is K-means Clustering?, What is Canopy Clustering?, What is Hierarchical Clustering?

Association Analysis and Recommendation engine

Market Basket Analysis (MBA), Association Rules, Apriori Algorithm for MBA, Introduction of Recommendation Engine, Types of Recommendation – User-Based and Item-Based, Recommendation Use-case

Introduction to Neural Networks

Fundamentals of Artificial Neural Network (ANN), various building blocks of ANN, what is Deep Learning, the process flow of reinforcement learning, how biological neural networks work, important terminologies in Artificial Neural Networks, relevant use cases of ANN, deep learning and reinforcement learning.

Time Series

What is Time Series data?, Time Series variables, Different components of Time Series data, Visualize the data to identify Time Series Components, Implement ARIMA model for forecasting, Exponential smoothing models, Identifying different time series scenario based on which different Exponential Smoothing model can be applied, Implement respective ETS model for forecasting

Data Science Projects

Project 1 : Augmenting retail sales with Data Science

Industry : Retail

Problem Statement : How to deploy the various rules and algorithms of Data Science for analyzing stationary store purchase data.

Topics : In this project you will deploy the various tools of Data Science like association rule, Apriori algorithm in R, support, lift and confidence of association rule. You will analyze the purchase data of the stationary outlet for three days and understand the customer buying patterns across products.

Highlights:

Association rules for transaction data
Association mining with Apriori algorithm
Generating rules and identifying patterns.

Project 2 : Analyzing pre-paid model of stock broking

Industry : Finance

Problem Statement : Finding out the deciding factor for people to opt for the pre-paid model of stock broking.

Topics : In this Data Science project you will learn about the various variables that are highly correlated in pre-paid brokerage model, analysis of various market opportunities, developing targeted promotion plans for various products sold under various categories. You will also do competitor analysis, the advantages and disadvantages of pre-paid model.

Highlights :

Deploying the rules of statistical analysis
Implementing data visualization
Linear regression for predictive modeling.

Project 3 : Cold Start Problem in Data Science

Industry : Ecommerce

Problem Statement : how to build a recommender system without the historical data available

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 various ways of working with algorithms and deploying other data science techniques.

Highlight :

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 4 : 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 provide 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.

Data Science with R

Introduction to 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.

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 different modes of training that Intellipaat provides?

At Intellipaat you can enroll either for the instructor-led online training or self-paced training. Apart from this Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience and they have been actively working as consultants in the same domain making them subject matter experts. Go through the sample videos to check the quality of the trainers.

Can I request for a support session if I need to better understand the topics?

Intellipaat is offering the 24/7 query resolution and you can raise a ticket with the dedicated support team anytime. You can avail the email support for all your queries. In the event of your query not getting resolved through email we can also arrange one-to-one sessions with the trainers. You would be glad to know that you can contact Intellipaat support even after completion of the training. We also do not put a limit on the number of tickets you can raise when it comes to query resolution and doubt clearance.

Can you explain the benefits of the Intellipaat self-paced training?

Intellipaat offers the self-paced training to those who want to learn at their own pace. This training also affords you the benefit of query resolution through email, one-on-one sessions with trainers, round the clock support and access to the learning modules or LMS for lifetime. Also you get the latest version of the course material at no added cost. The Intellipaat self-paced training is 75% lesser priced compared to the online instructor-led training. If you face any problems while learning we can always arrange a virtual live class with the trainers as well.

What kind of projects are included as part of the training?

Intellipaat is offering you the most updated, relevant and high value real-world projects as part of the training program. This way you can implement the learning that you have acquired in a real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning and practical knowledge thus making you completely industry-ready. You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. Upon successful completion of the projects your skills will be considered equal to six months of rigorous industry experience.

Does Intellipaat offer job assistance?

Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this we are exclusively tied-up with over 80 top MNCs from around the world. This way you can be placed in outstanding organizations like Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation part as well.

Is it possible to switch from self-paced training to instructor-led training?

You can definitely make the switch from self-paced to online instructor-led training by simply paying the extra amount and joining the next batch of the training which shall be notified to you specifically.

How are Intellipaat verified certificates awarded?

Once you complete the Intellipaat training program along with all the real-world projects, quizzes and assignments and upon scoring at least 60% marks in the qualifying exam; you will be awarded the Intellipaat verified certification. This certificate is very well recognized in Intellipaat affiliate organizations which include over 80 top MNCs from around the world which are also part of the Fortune 500 list of companies.

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

Ritesh Bhagwat

Swetha Pandit

Valuable material for learning. Worth spending!!

Their Data Science courses are well structured and taught by recognized professionals which helps one to learn Data Science fast. I have found the videos to be of excellent quality. Thanks
Shreyash Limbhetwala

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 Data Science 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.
Giri Karnal

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 in the Data Science course, 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.
Nitesh Kumar Dash

Learner Friendly Training

The Intellipaat data science certification training videos really made me 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.
Bhanukumar Muppalla

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.
Ramyasri Mandepudi

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 for Data Science certification course. It really makes a difference to the learner.
Prasil das

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 "
Sulekha Roy

5 STARS ALL AROUND

I think this Data Science certification training is a very good way of starting to learn Data Science and make a career in it. The instructors are reasonably good. The projects was also very interesting and relevant to current industry trends.
Kavita Mehra

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.
Vikrant Singh

Good work

It was a wonderful experience and learning from Intellipaat trainers. The trainers were hands on and provided real time scenario’s. For me learning cutting edge and latest technoloogies intellipaat is the right place
Bharat Rathore

Quality Content

I really appreciate the quality of the material and the content of this Data Science certification course!! Thanks to all Intellipaat team!

Data Science Training Course Advisor

Samanth Reddy

A renowned Data Scientist who has worked with Google and currently working at ASCAP. Samanth has a proven ability to develop Data Science strategies that have a high impact on the revenues of organizations. He comes with strong Data Science expertise and has created decisive Data Science strategies for Fortune 500 Corporations.

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Key Features

Instructor Led Training : 40 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

You will get lifetime access to high quality self -learning video tutorials.

Exercises & Project Work : 56 Hrs

As part of the training multiple hands on exercises, assignments project work and Quiz are provided. Our technical support team is available always there to help you complete this successfully.

Get Certified & Job Assistance

This course is designed for clearing the Intellipaat Data Science Certification Exam. The entire training course content is designed by industry professionals to 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. Intellipaat enjoys strong relationship with 80+ MNCs across the globe. We have a dedicated team who will help you with your resume building once you complete the course and your resume will be forwarded to partner MNCs. Intellipaat 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.

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