Home / Data Science Programs / Data Science Certification Training Course - Houston, United States
There are no particular prerequisites for this Training Course. If you love mathematics, it is helpful.
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.
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.
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.
Introduction to Data Science, Use cases, Need of Business Analytics, Data Science Life Cycle, Different tools available for Data Science
Installing R and R-Studio, R packages, R Operators, if statements and loops (for, while, repeat, break, next), switch case
Importing and Exporting data from external source, Data exploratory analysis, R Data Structure (Vector, Scalar, Matrices, Array, Data frame, List), Functions, Apply Functions
Bar Graph (Simple, Grouped, Stacked), Histogram, Pi Chart, Line Chart, Box (Whisker) Plot, Scatter Plot, Correlogram
Terminologies of Statistics ,Measures of Centers, Measures of Spread, Probability, Normal Distribution, Binary Distribution, Hypothesis Testing, Chi Square Test, ANOVA
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
Logistic Regression
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, What is Naive Bayes?
Project 1 : 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 :
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 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:
Project 3 : Making sense of customer online buying pattern
Industry : ecommerce
Problem Statement : An ecommerce company wants to know how to deploy targeted selling to its customers
Description : This Data Science project involves learning from the customer buying habits and selling them the products that they need. As part of the project you will aggregate, cleanse, transform and load the data of customer buying history. Then you will deploy statistical analysis, predictive modeling and create profiles of customers to implement targeted selling to them.
Highlights :
Project 4 : Fraud Detection in Banking System
Industry : Banking and Finance
Problem Statement : A major bank wants to deploy data science to detect fraudulent activities and take remedial actions before it is too late
Description : This data science project will help you understand how you can look for fraudulent activities in a banking ecosystem. You will work with banking transactional data, look for outliers in the data, classify this data based on various parameters, apply statistics and come up with inferences to look for rogue transactions and mitigate the risk before it is too late.
Highlights :
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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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
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.
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.
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.
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 for Data Science certification course. 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 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.
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 Data Science certification course!! Thanks to all Intellipaat team!