Name: Big Data Analytics with PySpark
Brand: Acme Collins School
Price: 3000.00 INR
Availability: InStock
Rating: 0 (24 reviews)

Govt. Verified Certification
Job Credibility
Certification Valid for Life
Lifetime Access To E-learning
On-demand video
Flexible Learning
Certificate of Completion

Mode of Exam : Online
Duration : 1 Hour
Multiple Choice Questions are asked
No. of Questions are asked : 50
Passing Marks : 25 (50%)
There is no negative marking

Total:39 lectures

Python versus Spark
Preparing for the Course
Connecting Jupyter to Spark

Getting to Know Spark
The Power of Spark
The Power of Spark MLlib
Spark DataFrames
Spark Data Operations

Loading Data from CSV Files
Fixing Issues in Our Data – Part One
Fixing Issues in Our Data – Part Two
Grouping, Joining, and Aggregating – Part One
Grouping, Joining, and Aggregating – Part Two

Machine Learning with Spark
Building a Recommendation System with Spark MLlib – Part One
Building a Recommendation System with Spark MLlib – Part Two
Building a Recommendation System with Spark MLlib – Part Three
Finalizing our Recommendation System
What We Have Learned So Far

Machine Learning with Spark
Machine Learning Pipelines
Running a Logistic Regression Pipeline
Parameters, Features, and Persistence
Frequent Pattern Mining and Statistics

Natural Language Processing with Spark
Identifying Our Data
Data Preparation and Exploration
Creating Our Raw Training Data

Data Preparation and Regular Expressions
Data Cleaning and Transformation
Training a Sentiment Analysis Model – Part One
Training a Sentiment Analysis Model – Part Two

Fetching Data from Twitter
Spark Structured Streaming
Managing and Converting Streams
Assembling Our Streaming ML Solution
A Structured Approach to ML Streaming

Running Spark in Production
Running Spark at Scale

Do you want to learn data management and machine learning with PySpark? This is the course where you will learn about Big Data Analytics with PySpark and learn crucial techniques to implement this knowledge. In this course, you will learn how to operate PySpark. Basically, this is the package of Python that helps in solving data on a large scale. After doing this course, you will start performing ML tasks smoothly.

What should you learn PySpark from us?

You should take our course because this will help you to learn many things about PySpark which are truly essential for today's world. Here are the few course highlights topics we will cover.

You will gain expertise in the concepts of vital data analytics
creating data visualizations with the help of Jupyter
managing and working with a large set of databases.
Learning how to create a fast and scalable machine learning application
Learning how to load data fastly
performing data analysis tasks effectively
learning data streams with spark streaming
Mastering in big data analytics

So, at the end of the course, you will have sound knowledge of Big data analytics with PySpark and will perform several machine learning work effectively even you have to face a large dataset. Also, you have tips and some crucial tips that experts use for doing machine learning tasks.

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This Course is Completely Online.

Yes, it is government Certified. Acme Collins School is authentic and approved, which makes it the right choice for anyone who wants to procure a certificate of importance Read More.

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