Data Science Training Course – Self Paced
About Data Science Training Course
This is a complete Data Science Bootcamp specialization training course from Intellipaat that provides you detailed learning in data science, data analytics, project life cycle, data acquisition, analysis, statistical methods, and machine learning. You will gain expertise to deploy Recommenders using Apache Mahout, data analysis, data transformation, experimentation, and evaluation.
What will you learn in this Data Analytics Training?
- Introduction to Data Science in the 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.
- Work on data mining, data structures, data manipulation.
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.
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.
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
Melbourne, Delhi, Dublin, Hong Kong, Kolkata, Mumbai, Chennai, Dallas, Noida, Pune, Singapore, Sydney, Bangalore, Chicago, Hyderabad, San Francisco, London, New York, Toronto, India
Why Should I Learn Spark,Scala,Storm From Edustanza?
This Softvolt all-in-one training course lets you master the various computational tools to work on Big Data like Apache Spark, Storm along with Scala programming. You will gain full proficiency in processing Big Data, work on real-time analytics, perform batch processing, and increase the performance of Hadoop framework.
The training course content is fully in line with clearing the Spark component of Cloudera Spark and Hadoop Developer Certification (CCA175).
This is a completely career-oriented course designed by industry experts. Your training program includes real-time projects, step-by-step assignments to evaluate your progress and specially designed quizzes for clearing the requisite certification exams.
Softvolt also offers lifetime access to videos, course materials, 24/7 Support, and course material upgrades to latest version at no extra fees. For Hadoop and Spark training you get the Softvolt Proprietary Virtual Machine for Lifetime and free cloud access for 6 months for performing training exercises. All-in-one it is a one-time investment to become a successful Data Scientist and grab the best jobs at the best salaries in top MNCs around the world.
What Are The Various Modes Of Training That Edustanza Offers?
Edustanza 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 ab 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 Softvolt 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 Edustanza Self-Paced Training And Its Various Benefits?
The Edustanza 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, Edustanza does provide you with placement assistance. We have tie-ups with 80+ organizations including Ericsson, Cisco, Cognizant, TCS, among others that are looking for Hadoop 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 Edustanza verified certificate is awarded.The Edustanza 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 Edustanza 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.
Edustanza 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. Edustanza 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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Course Content
Introduction to Data Science and Statistical Analytics
Introduction to R
Data Visualization
Introduction to Statistics
Predictive Modeling – 1 ( Linear Regression)
Predictive Modeling – 2 ( Logistic Regression)
Decision Trees
Random Forest
Unsupervised learning
Association Analysis and Recommendation engine
Sentiment Analysis
Time Series
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. – Copy
- 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: 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 – Copy
- 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. – Copy
