C | DSUASM – Certified Data Science using Apache Spark & Mllib

Data Science using Apache Spark & Mllib Training in Kolkata

Data Science using Apache Spark & Mllib Training in Kolkata from Indian Cyber Security Solutions will teach you the fundamentals of Spark, the technology that is revolutionizing the analytics and big data world. The course covers the fundamentals of Apache Spark including Spark’s architecture and internals, the core APIs for using Spark, SQL and other high-level data access tools, Spark’s streaming capabilities and a heavy focus on Spark’s machine learning APIs. You will get Hands-on training on Data Science using Apache Spark & Mllib Training in Kolkata from industry experts.

Apache Spark is a fast, open source data processing engine for advanced analytics. With this course, you can gain an in-depth understanding of Spark internals and the applications of Spark in solving Big Data problems. Indian Cyber Security Solutions provide Data Science using Apache Spark & Mllib Training in Kolkata for those who see themselves as future analysts.

Data Science using Apache Spark & Mllib Training in Kolkata will teach students how to perform data science at scale using Spark, a cluster computing system well-suited for large-scale machine learning tasks. It will also present an integrated view of data processing by highlighting the various components of data analysis pipelines, including exploratory data analysis, feature extraction, supervised learning, and model evaluation. Students will gain hands-on experience building and debugging Spark applications. Internal details of Spark and distributed machine learning algorithms will be covered, which will provide students with intuition about working with big data and developing code for a distributed environment.

Data scientists build information platforms to provide deep insight and answer previously unimaginable questions. Spark and Hadoop are transforming how data scientists work by allowing interactive and iterative data analysis at scale. Learn how Spark and Hadoop enable data scientists to help companies reduce costs, increase profits, improve products, retain customers, and identify new opportunities. This course helps participants understand what data scientists do, the problems they solve, and the tools and techniques they use. Through in-class simulations, participants apply data science methods to real-world challenges in different industries and, ultimately, prepare for data scientist roles in the field.

 

 

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Data Science using Apache Spark & Mllib Training in Kolkata

 

 

Eligibility Criteria – Basic knowledge of a programming language

 

 

 

 

Check Out Current Jobs for Data Science using Apache Spark & Mllib Training

 

 

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Data Scientist

Advance Analytics

 

 

Syllabus for Data Science using Apache Spark & Mllib Training in Kolkata

 

 

Module 1: Introduction

About This Course

About Cloudera

Course Logistics

Introductions

 

Module 2: Data Science Overview

What Is Data Science?

The Growing Need for Data Science

The Role of a Data Scientist

 

Module 3: Use Cases

Finance

Retail

Advertising

Defence and Intelligence

Telecommunications and Utilities

Healthcare and Pharmaceuticals

 

Module 4: Project Lifecycle

Steps in the Project Lifecycle

Lab Scenario Explanation

Data Acquisition

Where to Source Data

Acquisition Techniques

 

Module 5: Evaluating Input Data

Data Formats

Data Quantity

Data Quality

 

Module 6: Data Transformation

File Format Conversion

Joining Data Sets

Anonymization

 

Module 7: Data Analysis and Statistical Methods

Relationship Between Statistics and Probability

Descriptive Statistics

Inferential Statistics

Vectors and Matrices

 

Module 8: Fundamentals of Machine Learning

Overview

The Three C’s of Machine Learning

Importance of Data and Algorithms

Spotlight: Naive Bayes Classifiers

 

Module 9: Recommender Overview

What is a Recommender System?

Types of Collaborative Filtering

Limitations of Recommender Systems

Fundamental Concepts

 

Module 10: Introduction to Apache Spark and MLlib 

What is Apache Spark?

Comparison to MapReduce

Fundamentals of Apache Spark

Spark’s MLlib Package

Implementing Recommenders with MLlib

Overview of ALS Method for Latent Factor Recommenders

Hyperparameters for ALS Recommenders

Building a Recommender in MLlib

Tuning Hyperparameters

Weighting

 

Module 11: Experimentation and Evaluation

Designing Effective Experiments

Conducting an Effective Experiment

User Interfaces for Recommenders

 

Module 12: Production Deployment and Beyond

Deploying to Production

Tips and Techniques for Working at Scale

Summarizing and Visualizing Results

Considerations for Improvement

Next Steps for Recommenders

 

Course Fee:

INR – 13,000/- [ Class Room Hands on Training ]

INR – 15,000/- [ Online Training LIVE]

 

Course Duration:

3 Months (2 Hours per class)

 

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Why Choose Indian Cyber Security Solutions ?

  • 100 % Money Refund Guarantee if not satisfied* 
  • Get trained from IT experts & Ethical Hackers with 10 years of experience.
  • Certificate recognized by government and private organizations in more than 160 countries.
  • 100 % placement assistance
  • Life time access to our online library “ HACKERS LAB ” containing case studies, video tutorials, interview questions.

 

 

Best Data Science using Apache Spark & Mllib Training in Kolkata

 

Best Data Science using Apache Spark & Mllib Training in Kolkata is most demanded course by Indian Cyber Security Solutions. As the enormity of data is on the rise, there is an urgent look out for methods to get valuable insights on it. As a result, there is a desperate need for professionals with appropriate data science skills. Data Science training is essential for professionals and fresher folks looking for a career as a Data Scientist. To get in-depth knowledge on Data Science, you can enroll for Best Data Science using Apache Spark & Mllib Training in Kolkata.

30 + certified Data Analysts will be your trainer for 3 months. We provide class room training for Science using Apache Spark & Mllib Training in Kolkata center and have online training facility for outstation and international students.  Our training institute is located in the city of joy Kolkata famous for its food and IT industry located in Salt Lake. Indian Cyber Security Solutions is located in salt lake sector 2 Kolkata in between the IT hub Kolkata Sector V and Sector I surrounded by MNC’s like wipro, cognizant, TCS. The commercial market in Kolkata is also growing on a large scale due to demand from global companies. Salt Lake city kolkata have been the developing zone for new commercial hubs. Who has been to Kolkata or has some idea about the IT industry there is more than willing to make Kolkata his/her workplace for it is said to be one of the most economical metro cities but due to lack of growth opportunities they tend to move towards other cities such as Bangalore and Hyderabad. Let’s hope that things will be changing in coming years for the betterment of bengal as a whole. There is a great chance for young generation to build their career in Data Science field by doing Best Data Science using Apache Spark & Mllib Training in Kolkata.

There is so much data available today that data analysis is a challenge. Namely, handling and presenting all of the data are two of the most challenging aspects of data analysis. Traditional architectures and infrastructures are not able to handle the sheer amount of data that is being generated today, and decision makers find it takes longer than anticipated to get actionable insight from the data.

 

 

 

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