Machine Learning

Data science, machine learning, python, R, big data, spark, the Jupyter notebook, and much more

Introduction to Python & Jupyter Notebook

  1. Introduction to Python

  2. Python setup on Macbook

  3. Creating virtual environment

  4. Jupyter notebook setup

  5. Markdown syntax in Jupyter notebook

This tutorial covers all above topics Introduction to Python 3.6 & Jupyter Notebook

Tutorials for Connecting to Databases

Apache Spark

  1. Introduction to Apache Spark

  2. Setting up spark on iOS

  3. Introduction to pyspark

  4. Using Spark in Jupyter notebook

  5. Java self contained application for Spark

Google Dialog Flow

  1. Introduction to Google Dialog Flow, formerly

  2. What is RPA

  3. Usecases of DialogFlow

  4. Developing fulfilllment API in Spring Boot 2


  1. Writing Toxic Detection program in machine learning (python, keras, flask, docker)

  2. Gender Detection

  3. Sentiment analysis

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ebook PDF - Cracking Spring Microservices Interviews for Java Developers

This ebook discusses 120 plus real problems and their solutions for Spring microservices architecture based on Spring Boot, Spring Cloud, Cloud Native Applications. It covers core concepts of microservices architecture, various design patterns, interview questions & answers, security in microservices, testing strategies and best practices in distributed system design.