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Advanced course- Data Science, Machine Learning, Java
Rating: 4.5 out of 5(2 ratings)
6 students

Advanced course- Data Science, Machine Learning, Java

Advanced course- MasterClass - Data Science, Machine Learning, Java Server Pages
Created byArun M
Last updated 2/2022
English

What you'll learn

  • Learn Machine Learning
  • Learn Data Science
  • Learn Java
  • Learn Artificial Intelligence

Course content

1 section • 14 lectures • 34m total length

  • Introduction3:32
  • Data Science Lifecycle2:35

    Explore the data science lifecycle from preparing the analytical sandbox and preprocessing to model planning, exploratory analysis, building, evaluation, and final reports.

  • Machine Learning1:55
  • Supervised Learning, Unsupervised Learning2:19
  • Reinforcement Learning2:18
  • Python for Data Science3:04
  • Data Science Tools for Data Storage-Apache Hadoop3:05

    Explore data storage and distributed computing with Apache Hadoop, a free open source framework for massive data sets, HDInsight, and cloud tools like Azure and Informatica PowerCenter.

  • Data Modelling-Data Robot2:04

    Utilize data science tools for nighttime modelling data, applying clustering, classification, and regression; visualize with Tableau and Click, and grasp TensorFlow's tensors and computation graphs.

  • Framework-Sci Kit Learn2:25
  • Spark Data Science1:44
  • Algorithm Machine Learning Model Predictor variable2:15

    Learn core machine learning concepts, including algorithms, models, and predictor variables, and how training and testing data shape predictions, using a Jupiter notebook for implementation.

  • Python Fundamentals2:03
  • Python Pandas Operations1:43
  • Supervised Learning3:03

Requirements

  • Learn everything you need to know

Description

Java Server Pages (JSP) is a server-side programming technology that enables the creation of dynamic, platform-independent method for building Web-based applications. JSP have access to the entire family of Java APIs, including the JDBC API to access enterprise databases. This tutorial will teach you how to use Java Server Pages to develop your web applications in simple and easy steps.

Why to Learn JSP?

JavaServer Pages often serve the same purpose as programs implemented using the Common Gateway Interface (CGI). But JSP offers several advantages in comparison with the CGI.

  • Performance is significantly better because JSP allows embedding Dynamic Elements in HTML Pages itself instead of having separate CGI files.

  • JSP are always compiled before they are processed by the server unlike CGI/Perl which requires the server to load an interpreter and the target script each time the page is requested.

  • JavaServer Pages are built on top of the Java Servlets API, so like Servlets, JSP also has access to all the powerful Enterprise Java APIs, including JDBC, JNDI, EJB, JAXP, etc.

  • JSP pages can be used in combination with servlets that handle the business logic, the model supported by Java servlet template engines.

Finally, JSP is an integral part of Java EE, a complete platform for enterprise class applications. This means that JSP can play a part in the simplest applications to the most complex and demanding.


Audience

This tutorial has been prepared for the beginners to help them understand basic functionality of Java Server Pages (JSP) to develop your web applications. After completing this tutorial you will find yourself at a moderate level of expertise in using JSP from where you can take yourself to next levels.

Who this course is for:

  • Curious about Data Science

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