Data Science and Big Data

4.5

Data Science and Big Data: Extracting insights from vast datasets using advanced technologies.

Last Updated:November 16, 2024

Course Duration: 40h

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About Course

Data Science and Big Data at H2K Infosys provide hands-on training in analytics, data technologies, and real-world projects. These courses prepare students for the challenges of big data, equipping them with the skills needed to excel in the field.

Course Highlights

Course Curriculum

Introduction to Hadoop

Working with HDFS and Hive

Introduction to Apache Spark 2

Reading and Writing data

Inspecting Data Quality

Cleansing and transforming data

Summarizing and grouping data

Combining, splitting and reshaping data

Exploring data

Configuring, monitoring and troubleshooting Spark applications

Overview of machine learning in Spark MLlib

Extracting, transforming and selecting features

Building and evaluating regression, classification and clustering models

Cross-validating models and tuning hyperparameters

Building machine learning pipelines

Deploying machine learning models

Course Description

Data Science and Big Data

This course is designed keeping in mind the growing need for skilled resources in the field of Data Science and Big Data technologies

Who is this course for?

I.T. career aspirants who wish to kickstart their career in one of the hottest technologies in the market

• Architects, software administrators, developers, testers who want to build an effective data processing application or perform big data analysis

• ETL developers who wish to add an additional technology in their skillset on data management

Frequently Asked Questions

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Our team delivers personalized guidance and services crafted to address your distinct needs, promising a one-of-a-kind, gratifying journey for every individual. Initiate your path to triumph today.

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Mentorship Sessions Completed

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Testimonials

CJ Bhinder

01:42 27 Jul 24

I am taking a Selenium automation course with trainer Srinivas. It is great going 👍 Srinivas is a heck of a teacher. I will highly recommend Infosys and Srinivas to anyone looking for software training. Also, I'd like to applaude all the help from Chris Arun from the support team. Well done, guys, at H2K Infosys!!

Navdeep Kaur

01:01 27 Jul 24

Ms. Kathy 9:00am Batch (Automation Testing)I m currently taking my automation Testing class with Ms. Kathy. She is outstanding instructor. She explained complex concepts with such clarity the most challenging topics became easy to understand.

Maliha Mallik

13:46 26 Jul 24

I have taken Tosca and Mobile App Testing classes by Ms. Kathy, she is an amazing instructor, very knowledgeable and boosts your confidence to another level. I would look forward to attend more of her classes and would definitely recommend anyone. She is the best. Thank you so much Ms. Kathy.

sanjay pawar

03:01 26 Jul 24

I am currently attending Selenium Automation from Mr. Shrinivas. he has deep knowledge and simple clearity about the code. I do not have any background in java but I m able to get the topic easily.

Saraswathi Venugopalaraju

20:34 19 Jul 24

I'm currently learning Selenium Automation with Java course. Srinivas is the best experienced instructor. I really appreciate Srinivas teaching style, it's helped me understand the complex topics well. He explains with lot of patience and with real time examples in easy and understandable way. He covered every topic in great detail. Thank you.

Mesbaha Ahamed

23:54 12 Jul 24

I have been taking mobile testing app with Kathy and she has been an amazing instructor and very knowledgeable about subject. I would recommend anyone to take class with Ms Kathy. I wish all the best to her.

Arukula Pratikshya Sarab

14:51 19 Jun 24

Kiran good supporter for Installation.Priya also good instructor

Christina J

14:49 19 Jun 24

Priya is very a good instructor. Her teaching style makes it easy to understand , learn and retain. Thank you for taking the time to explain core concepts in QA .Thank you Kiran for patiently helping with tech support.

Nikhil Joshi

14:41 19 Jun 24

This is Hitesha Joshi.Thank you Kiran for your Help.

Sandros Bekele

14:33 19 Jun 24

Kiran was very helpful and thank you.

Archana Whawal

19:59 18 Jun 24

I recently attended an automation testing training provided by Shantosh Kumar. He is knowledgeable and experienced in teaching the course. He engaged everyone in class with his ability to explain concepts like JAVA,OOPS and all Selenium concepts in a clear and concise manner. He is very responsive and patient, and answered all our questions thoroughly, making sure that we understood the material before moving on to the next topic. He is very supportive and encouraging throughout the training, which helped me feel more confident in my abilities. I would highly recommend him to anyone looking for an effective and engaging automation testing training.

Mayura Nirmal

18:55 17 Jun 24

I am currently attending Selenium classes from Mr. Shantosh. The instructor is excellent and clearly very knowledgeable about the topics. When I started, I had zero Java knowledge(background) and wasn’t confident. But I am amazed with his teaching skills, as he made Java and Selenium classes so simple to understand, making the subject more interesting and easier to follow. There is no hesitation in asking any question at any time as he makes everyone engaged during the class. The training is very well structured and organized. The one thing I like most is he always gives the real time scenarios and focuses on the interview question topics. I would like to thank him for his efforts and guidance provided.I highly recommend him if you are thinking of this course training in future.

Veena Jagtap

18:53 17 May 24

I am currently learning automation testing from Ms. Kathy. She is an amazing trainer. She always makes sure that she starts the class with a positive note. No one will be left un attended in her class as she addresses everyone in the class by their names to make sure that everyone is responding to the questions asked and are clear with all the topics taught. Her way of explaining things make it so easier to understand. She asks everyone to elaborate their answers individually, by doing so she develops the presentation skills of the students. Thank you so much Ms. Kathy for being a wonderful trainer.

Dhrupal Patel

22:59 14 May 24

Ms. Kathy is a great trainer with thorough knowledge. She is very lively during the class, which makes learning interesting. Her teaching methods are very clear and practical and she explains in detail with example. I highly recommend her sessions. She answers your questions if you are confused. Her personal attention and seamless effort to ensure each and every student learn the concept is great.

Sanjisha Sood

17:39 01 Apr 24

UFT Sessions by Ms Kathy:Kathy is a great trainer with thorough knowledge. She is very lively during the class, which makes learning interesting. The best part of her teaching methodology is, she would make sure that everyone is interacting in the class and is not just a passive listener. Her classes not only incorporate the subject material but help building confidence to speak and share thoughts on the topic. She patiently clears all doubts. Her positive reinforcement motivates a lot. Thank you Kathy!

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Data Science and Big Data

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Course Curriculum

Introduction to Hadoop

Working with HDFS and Hive

Introduction to Apache Spark 2

Reading and Writing data

Inspecting Data Quality

Cleansing and transforming data

Summarizing and grouping data

Combining, splitting and reshaping data

Exploring data

Configuring, monitoring and troubleshooting Spark applications

Overview of machine learning in Spark MLlib

Extracting, transforming and selecting features

Building and evaluating regression, classification and clustering models

Cross-validating models and tuning hyperparameters

Building machine learning pipelines

Deploying machine learning models

Course Description

Data Science and Big Data

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