Search results for data science

University at Buffalo;  SUNY

Data Analysis and Visualization

137 ratings at Coursera

Explore data analysis tools, statistical process control, and visualization techniques to develop a data-driven mindset for deriving powerful insights and improving business outcomes.

• Coursera
• 11 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Computational Thinking and Data Science

1 review

The course aims to provide students with an understanding of the role computation can play in solving problems and to help students, regardless of their major, feel justifiably confident of their ability to write small programs that allow them to accompl…

• MIT OpenCourseWare
• 12 hours
• On-Demand
• Free Video

Critical Evaluation in Data Science: Data, the World, and You

Gain the crucial skills and techniques to understand and evaluate the data you are presented with in everyday life.

• FutureLearn
• 6 weeks, 5 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science: Modern Deep Learning in Python

3546 ratings at Udemy

Build with modern libraries like Tensorflow, Theano, Keras, PyTorch, CNTK, MXNet. Train faster with GPU on AWS.

• Udemy
• 11 hours 22 minutes
• On-Demand
• Paid Course

Quantitative Methods

7 reviews

Explore quantitative research methods in social sciences, focusing on scientific principles, research designs, measurement, sampling, and ethics. Gain skills to distinguish between solid research and flawed studies.

• Coursera
• 30 hours
• On-Demand
• Free Online Course (Audit)

Introduction to Data, Signal, and Image Analysis with MATLAB

210 ratings at Coursera

Learn MATLAB for data, signal, and image analysis. Master machine learning, data visualization, image processing, and signal analysis techniques for practical applications in various fields.

• Coursera
• 23 hours
• On-Demand
• Free Online Course (Audit)

AI Workflow: Business Priorities and Data Ingestion

160 ratings at Coursera

Explore AI workflow in enterprise settings, covering design thinking, scientific approach, and data ingestion. Learn to prioritize business opportunities and build data pipelines using Python.

• Coursera
• 7 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Structures and Algorithms

6 reviews

Gain practical experience with 100+ data structures and algorithm exercises, guided by a dedicated mentor to prepare for interviews and real-world programming challenges.

• Udacity
• 2 months 1 week 3 days 1 hour 55 minutes
• On-Demand
• Paid Course

Exploratory Data Analysis

6069 ratings at Coursera

Mastering essential exploratory techniques for summarizing data, including R plotting systems, multivariate statistical methods, and advanced graphing tools for high-dimensional data visualization.

• Coursera
• 55 hours
• On-Demand
• Free Online Course (Audit)

Google Advanced Data Analytics Capstone

932 ratings at Coursera

Develop data-driven insights for a business problem using advanced analytics techniques, culminating in a capstone project that showcases your comprehensive skills in data science.

• Coursera
• 9 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Data Analysis and Visualization

This course will introduce students to the field by covering state­-of-­the-art modeling, analysis and visualization techniques.

• Udacity
• 16 weeks
• On-Demand
• Free Online Course

CFA Institute Microcredential

Data Science for Investment Professionals

Develop practical machine learning skills for investment analysis, including data visualization, probability concepts, time-series models, and ethical decision-making in finance.

• Coursera
• 22 weeks, 3 hours a week
• On-Demand
• Paid Course
• 3 courses

Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions

2562 ratings at Coursera

Learn essential business statistics, including data descriptors, probability, and statistical distributions. Apply concepts using Excel for informed decision-making in various business scenarios.

• Coursera
• 20 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Data Structures: An Active Learning Approach

5 reviews

Learn about high-performance data structures and supporting algorithms, as well as the fundamentals of theoretical time complexity analysis through an interactive online text.

• edX
• 10 weeks, 6-7 hours a week
• On-Demand
• Free Online Course (Audit)

UofU Data Science

Vector Semantics and Word Embeddings in Data Science

Dive into the mathematical foundations of vector semantics and word embeddings, exploring how words are represented as numerical vectors for natural language processing applications.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video