Studyhive - data mining

Learn to process and convert raw data into formats needed for analysis.

Data Science: Wrangling | Harvard University

By Harvard Certificate or Program credits

Subject & Topics: Data Science, Data Mining, Data Analysis, R.

Explore the risks and rewards of data privacy and collection.

Data Privacy and Technology - May 2024 | Harvard University

By Harvard

Subject & Topics: Data Science, Digital Marketing, Big Data, Data Mining.

$950

Models, data, and inferences are fundamental components of modern science. This "statistics for data science" course focuses on both the mathematical and practical aspects of linear regression analysis, one of the most important statistical modeling tool.

Machine Learning with Graphs

By Stanford Certificate or Program credits available

Subject & Topics: Engineering, Social Networking, Facebook, Twitter, Blogs, WWW, Links, Network Community, Innovation, Information Propagation, Six-Degrees Of Separation, Influential Nodes, Jure Leskovec, Data Mining, Data, CS 224W, CS 224 W.

$5,824

Designed for aspiring and established leaders in any industry, The Harvard Business Analytics Program helps students not just analyze data but understand it, translate it, and incorporate it into strategy at the top levels of their organizations.

Harvard Business Analytics Program | Harvard University

By Harvard Certificate or Program credits

Subject & Topics: Data Science, Leadership, Management, Operations Management, Strategic Management, Digital Marketing, Data Algorithms, Data Structures, Artificial Intelligence, Machine Learning, Neural Networks, Big Data, Data Mining, Data Analysis, Data Visualization, R, Databases, Python.

$51,500

Subject & Topics: Data Analysis & Statistics.

In-Person

MITx: Collaborative Data Science for Healthcare

By Massachusetts Institute of Technology Certificate or Program credits

Data and learning should be at the front and center of healthcare delivery. In this course, we bring together computer scientists, health providers and social scientists collaborating to improve population health by analyzing and mining data routinely collected in the process of patient care.

$49

Subject & Topics: Data Analysis & Statistics.

IBM: The Data Science Method

By IBM Certificate or Program credits

Learn about the methodology, practices and requirements behind data science to better understand how to problem solve with data and ensure data is relevant and properly manipulated to address a variety of real-world projects and business scenarios.

$99

This course focuses on Map Reduce as a tool for creating parallel algorithms that can process very large amounts of data.

Mining Massive Data Sets

By Stanford Certificate or Program credits available

Subject & Topics: Engineering, Distributed File Systems, Hadoop, Map-Reduce, Pagerank, Topic-Sensitive Pagerank, Spam Detection, Hubs-And-Authorities, Similarity Search, Shingling, Minhashing, Random Hyperplanes, Locality-Sensitive Hashing, Analysis, Social Networks, Graphs, Association Rules, Dimensionality Reduction, UV, SVD, CUR Decompositions, Algorithms, Large-Scale Mining, Clustering, Nearest-Neighbor Search, Gradient Descent, Support-Vector Machines, Classification, Submodular Function, Optimization, Computer Science, Leskovec, CS 246.

$5,824

RWTHx: A Hands-On Introduction to Process Mining

By RWTH Aachen University Certificate or Program credits

Compact course to learn the basics of Process mining. After this course, you will understand the concepts and you will be able to analyze event data. Using the provided software, you can immediately start improving any operational process.

$89

HKUSTx: Big Data Technology Capstone Project

By The Hong Kong University of Science and Technology Certificate or Program credits

The Big Data Technology Capstone Project will allow you to apply the techniques and theory you have gained from the four courses in this MicroMasters program to a medium-scale project.

$189

Improve diagnostics, care and curing by effectively applying data analytics in healthcare and spot entrepreneurial opportunities.

KULeuvenX: Data Analytics in Health – From Basics to Business

By KU Leuven

$49

RWTHx: Basics of Data Science

By RWTH Aachen University Certificate or Program credits

"Basics of Data Science" gives a comprehensible overview of many fundamental concepts and tools of data science, including data quality and data preprocessing, supervised and unsupervised learning techniques including their evaluation, frequent itemsets and association rules, sequence mining, process mining, text mining, and responsible data science.

$99

StanfordOnline: Mining Massive Datasets

By Stanford University

The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.

$149

TokyoTechX: Introduction to Computer Science and Programming

By Tokyo Institute of Technology Certificate or Program credits

The term “Computation” refers to the action performed by a computer. A computation can be a basic operation and it can also be a sophisticated computer simulation requiring a large amount of data and substantial resources. This course aims at introducing learners with no prior knowledge to the basic key concepts of computer science. By following the lectures and exercises of this course, you will gain an understanding of algorithms by programming using the language Ruby.

$79

Subject & Topics: Health & Safety.

IsraelX: Health Informatics for better and safer healthcare

By IsraelX Certificate or Program credits

Learn when and how Informatics is used in different fields of healthcare, what the benefits are and the challenges that still lie ahead.

$49

AnahuacX: Minería de Datos: Segmentación de Mercados

By Universidades Anáhuac Certificate or Program credits

¿Conoces realmente a tus clientes? En este curso aprenderás a construir modelos basados en técnicas de minería de datos, que te permitirán descubrir los hábitos de compra de tus clientes, para definir estrategias de marketing de acuerdo con sus perfiles, hacer una correcta toma de decisiones y tener una ventaja competitiva a través de herramientas de minería de datos.

$39

AnahuacX: Introducción a la Ciencia de Datos con Python

By Universidades Anáhuac

En este curso, aprenderás los conceptos generales de la ciencia de datos utilizando el lenguaje de programación Python. Serás capaz de recolectar contenido en la web, limpiar los datos y prepararlos para su visualización y gestión.

$39

RITx: Cybersecurity Risk Management

By Rochester Institute of Technology Certificate or Program credits

Learn key principles of risk analysis, risk assessment and risk mitigation for information security using both qualitative and quantitative methodologies.

$399

TokyoTechX: プログラミングしながら学ぶコンピュータサイエンス入門 : Introduction to Computer Science and Programming

By Tokyo Institute of Technology Certificate or Program credits

AIやコンピュータでやっていることは「計算」です。超入門的プログラミングで「計算」の設計法を体験しながら，コンピュータサイエンスの基礎を学びます。

“Computations” are what computers, including those utilizing Artificial Intelligent algorithms are actually doing. Learn about the basic and key concepts of computer science while experiencing how to program anddesign “computational algorithms.”

$69

An introduction to the statistics, theory, and practice behind machine learning.

Machine Learning

By Stanford Certificate or Program credits available

Subject & Topics: Engineering, Computer Science, Andrew Ng, VC Dimention, EM, ICA, PCA, Markov, Vector Machines, GLIMS, Dan Boneh, Machine Learning, CS 229, ML.

$5,824