ExcelR Jumbo PassExcelR Jumbo Pass Video   You May Have Heard About Offers, But Have You Heard Of ExcelR's JUMBO PASS? Well, Here's Your Chance To Avail The JUMBO PASS!! Watch The video

 

Things You Will Learn

  • Basis of Data Categorization
  • Types of Data
  • Data Collection Types
  • Forms of Data & Sources
  • Data Quality & Changes
  • Data Quality Issues
  • Data Quality Story
  • How is Data Stored?
  • What is Big Data?
  • 5 V's of Big Data
  • Big Data Architecture
  • Big Data Technologies
  • Big Data Challenge
  • Big Data Requirements
  • Big Data Distributed Computing & Complexity
  • Hadoop and its components
  • MapReduce Framework
  • Hadoop Ecosystem
  • List: Different Data Types in a List, List in a List
  • Operations on a list: Slicing, Splicing, Sub-setting
  • Condition (True/False) on a List
  • Applying functions on a List
  • Dictionary: Index, Value
  • Operation on a Dictionary: Slicing, Splicing, Sub-setting
  • Condition  (True/False) on a Dictionary
  • Applying functions on a Dictionary
  • NumPy Array: Data Types in an Array, Dimensions of an Array
  • Operations on Array: Slicing, Splicing, Sub-setting
  • Conditional (True/False) on an Array
  • Loops: For, While
  • Introduction to Data Science
  • Introduction to Python
  • Basic Operations in Python
  • Variable Assignment
  • Functions: in-built functions, user-defined functions
  • Condition: if, if-else, nested if-else, else-if
  • Introduction to Machine Learning
  • Areas of Implementation of Machine Learning
  • Learning NumPy
  • Learning SciPy
  • Basic plotting using Matplotlib
  • Major Classes of Learning Algorithms
  • Supervised vs Unsupervised Learning
  • Machine Learning application
  • Classification Problem
  • Classifying with k-Nearest Neighbors (KNN)
  • General Approach to KNN
  • Building the Classifier from Scratch
  • Clustering Problem
  • What is K-Means Clustering
  • Clustering with k-Means in Python
  • Introduction to Pandas
  • Creating Data Frames
  • Grouping Sorting
  • Plotting Data
  • Creating Functions
  • Converting Different Formats
  • Combining Data from Various Formats
  • Introduction to Scikit-Learn
  • Inbuilt Algorithms for Use
  • What is Hadoop and why it is popular
  • Distributed Computation and Functional Programming
  • Understanding MapReduce Framework Sample MapReduce Job Run.
  • PIG and HIVE Basics
  • Map Reduce Job Run using Python
  • Writing a PIG UDF in Python
  • Writing a HIVE UDF in Python
  • Pydoop and MRjob Basics
  • ML Fundamentals
  • ML Common Use Cases
  • Understanding Supervised and Unsupervised Learning Techniques
  • Clustering
  • Similarity Metrics
  • Distance Measure Types: Euclidean, Cosine Measures
  • Creating predictive models
  • Understanding K-Means Clustering
  • Understanding TF-IDF, Cosine Similarity and their application to Vector Space Model
  • Case study
  • Implementing Association rule mining
  • Case study
  • Understanding Process flow of Supervised Learning Techniques
  • Decision Tree Classifier
  • How to build Decision trees
  • Case study
  • Random Forest Classifier
  • What are Random Forests
  • Features of Random Forest
  • Out of Box Error Estimate and Variable Importance
  • Case study
  • Naive Bayes Classifier.
  • Case study
  • Project Discussion
  • Problem Statement and Analysis
  • Various approaches to solving a Data Science Problem
  • Pros and Cons of different approaches and algorithms.
  • Linear Regression
  • Case study
  • Logistic Regression
  • Case study
  • Text Mining
  • Case study
  • Sentimental Analysis
  • Case study
  • What is Big Data and Hadoop?
  • Challenges of Big Data
  • Traditional approach Vs Hadoop
  • Hadoop Architecture
  • Distributed Model
  • Block structure File System
  • Technologies supporting Big Data
  • Replication
  • Fault Tolerance
  • Why Hadoop?
  • Hadoop Eco-System
  • Use cases of Hadoop
  • Fundamental Design Principles of Hadoop
  • Comparison of Hadoop Vs RDBMS
  • Hadoop Cluster & Architecture
  • 5 Daemons
  • Hands-On Exercise
  • Typical Workflow
  • Hands-On Exercise
  • Writing Files to HDFS
  • Hands-On Exercise
  • Reading Files from HDFS
  • Hands-On Exercise
  • Rack Awareness
  • Map Reduce concepts
  • Hadoop 1.0 Challenges
  • NN Scalability
  • Hadoop 2.0 New Features
  • Hadoop 2.0 Cluster Architecture & Federation
  • Hadoop 2.0 HA
  • Yarn & Hadoop Ecosystem
  • Introduction to Apache Spark
  • Why Spark
  • Batch vs Real-Time Big Data Analytics
  • Batch Analytics – Hadoop Ecosystem Overview,
  • Real-Time Analytics Options,
  • Streaming Data – Storm
  • In Memory Data – Spark, what is Spark
  • Spark benefits to Professionals
  • Limitations of MR in Hadoop
  • Components of Spark
  • Spark Core
  • Spark SQL
  • Spark Streaming
  • MLlib
  • Packages
  • Spark Execution Architecture
  • Benefits of Apache Spark
  • Hadoop vs Spark
  • Features of Scala
  • Basic Data Types of Scala
  • Val vs Var
  • Type Inference
  • REPL
  • Objects & Classes in Scala
  • Functions as Objects in Scala
  • Lists in Scala
  • Maps
  • Collections in Scala
  • Spark & Distributed Systems
  • Spark for Scalable Systems
  • Spark Execution Context
  • What is RDD
  • RDD Dependencies
  • RDD Lineage
  • Spark Deployment
  • Caching in Spark

Course Description

The demand for Big Data Hadoop professionals is increasing across the globe and it’s a great opportunity for the IT professionals to move into the most sought technology in the present day world. ExcelR offers Big Data and Hadoop course in Bangalore and instructor-led live online session delivered by industry experts who are considered to be the best trainers in the industry. The training is studded with loads of practical assignments, case studies and project work, which ensures the hands-on experience for the participants. The training program is meticulously designed to become a professional of Big data Hadoop developer and crack the job in the space of Big Data.

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Why ExcelR?

FAQs

  • The all new and exclusive JUMBO PASS is the latest initiative taken by ExcelR to offer you access to attend unlimited batches over the duration of 365 days. You will be able to attend unlimited number of classes for the course of your choice.
  •  Free e-learning access for 30 hours of Hadoop training
  •  Free mock interview questions
  •  Free resume samples
  •  Experts conduct mock interviews to gauge the strengths and weakness of participants
  •  Free Tableau e-learning for 6 months
  •  Industry-specialized and experienced trainers
  •  Additional free session of advanced future technologies
  • Data which is so large that it cannot be handled by the traditional tools being used in the market.
  • There is no mandate to go for external certification. However, if one wants to pursue the same then they can explore the following links:

                    http://www.cloudera.com/training/certification.html

                    http://hortonworks.com/training/certification/

  • Big Data professionals are most sort after in the present world. Salaries are higher than the regular software professionals. One can apply for positions which include Big Data tools & technologies & the job role varies from company to company. Big Data Developer, Big Data Analyst, etc., are a few common roles within this space.
  • We don’t wash off our hands after the completion of the training. A dedicated trainer will be provided a mentor to guide you subsequent to the training. He will do the necessary handholding to clarify all your doubts. In addition, you can approach our support team to answer your queries. We will be more than happy to assist you.
  • Yes. ExcelR is one of the leaders in Training. We have tied up with many Indian and Multinational companies. They contact us for student profiles as and when the vacancies exist. We connect the eligible students to the prospective employers. We help in preparing a resume, provide assistance for interview preparation, real-time projects etc. We provide support till the student is placed.
  • Yes, the participants will be provided with access to our state-of-the-art Learning Management System (LMS) the moment they are registered for the course. They access the session online and gain some insight towards the subject, before attending a live class
  • Instructor-led online training is an interactive mode of training where participants and trainer will log in at the same time and live sessions will be done virtually. These sessions will provide scope for active interaction between you and the trainer.
  • ExcelR offers a blended model of learning. In this model, you can attend classroom, instructor-led live online and e-learning (recorded sessions) with a single enrolment. A combination of these 3 will produce a synergistic impact on the learning. You can attend multiple Instructor-led live online sessions for one year from different trainers at no additional cost with the all new and exclusive JUMBO PASS.
  • It is a live instructor-led interactive session which is done at a specific time where participants and trainer will log in at the same time. The same session will be also recorded and access will be provided to revise, recap or watch any missed session.
  • Not a problem even if you miss a live Big Data Hadoop session for some reason. Every session will be recorded and access will be given to all the videos on ExcelR’s state-of-the-art Learning Management System (LMS). You can watch the recorded Big Data Hadoop sessions at your own pace and convenience.
  • Yes, after successfully completing the course you will be awarded a course completion certificate from ExcelR.
  • You can reach out to us by visiting our website and interact with our live chat support team. Our customer service representatives will assist you with all your queries. You can also send us an email at [email protected] with your query and our Subject Matter Experts / Sales Team will clarify your queries or call us on 1800-212-2120 (Toll-Free number – India), 608-218-3798 (USA), 800 800 9706 (India), 203-514-6638 (United Kingdom), 128-520-3240 (Australia).
  • The different payment methods accepted by us are
    • Cash
    • Net Banking
    • Cheque
    • Debit Card
    • Credit Card
    • PayPal
    • Visa
    • Mastercard
    • American Express
    • Discover

Global Presence

ExcelR is a training and consulting firm with its global headquarters in Houston, Texas, USA. Alongside to catering to the tailored needs of students, professionals, corporates and educational institutions across multiple locations, ExcelR opened its offices in multiple strategic locations such as Australia, Malaysia for the ASEAN market, Canada, UK, Romania taking into account the Eastern Europe and South Africa. In addition to these offices, ExcelR believes in building and nurturing future entrepreneurs through its Franchise verticals and hence has awarded in excess of 30 franchises across the globe. This ensures that our quality education and related services reach out to all corners of the world. Furthermore, this resonates with our global strategy of catering to the needs of bridging the gap between the industry and academia globally.

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