Machine Learning With Big Data

University of California San Diego via Coursera

Go to Course: https://www.coursera.org/learn/big-data-machine-learning

Syllabus

Welcome

Introduction to Machine Learning with Big Data

Data Exploration

Data Preparation

Classification

Evaluation of Machine Learning Models

Regression, Cluster Analysis, and Association Analysis

Overview

Want to make sense of the volumes of data you have collected? Need to incorporate data-driven decisions into your process? This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use to create machine learning models that learn from data, and to scale those models up to big data problems. At the end of the course, you will be able to: • Design an approach to leverage data using the steps in

Skills

Data Analysis Machine Learning Data Analysis Software Machine Learning Algorithms Probability & Statistics Data Visualization

Reviews

Reasonable overview. The VM environment is a major challenge for my hardware. Takes more time to make it work than it should. I am wondering if a cloud solution e.g. GCP would be better.

The Course was great giving a good overview of all Machine Learning Concepts. It is good starting point to understand Basics and Deep dive into Learning.

I am so much pleased with this course. Very much convinced by the presentation, way of speech, and the script of the Instructor. I am so excited to learn more about Machine Learning.

This is starting course for Machine Learning. Very well explained and after finishing this course, one will get interest in continuing and exploring further in Machine Learning field.

The fact that the assignments are graded means that there’s incentive to work on them, solve problems, and ask questions. Traditional online courses don’t offer that incentive.