Displaying results 41 - 60 of 10,000 results for "edx statistics and probability in data science using python"
Statistics for Machine Learning for Investment Professionals
Data Science for Investment ProfessionalsCost $49 · . Course Length: 30 hours estimated
One of the biggest changes in the past decade is the rapid adoption of machine learning, AI, and big data in investment decision making. This course introduces learners with knowledge of the investment industry to foundational statistical concepts underpinning...
Offered through Coursera | and created by CFA Institute | Taught by Shreenivas Kunte, CFA, CIPM
Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions
Business Statistics and AnalysisRated 4.6★ stars based on | 160 ratings · . Cost $79 · . Course Length: 13 hours estimated
The ability to understand and apply Business Statistics is becoming increasingly important in the industry. A good understanding of Business Statistics is a requirement to make correct and relevant interpretations of data. Lack of knowledge could lead to erroneous...
Offered through Coursera | and created by Rice University | Taught by Sharad Borle
Statistics 2 Part 1: Probability and Distribution Theory
Cost $199 · . Course Length: 15 hours estimated
Statistics 2 Part 1 is a self-paced course from LSE which aims to develop your knowledge of elementary statistical theory, particularly relating to the concepts, methods and techniques of measurement and hypothesis testing that were introduced in Statistics 1,...
Offered through edX | and created by The London School of Economics and Political Science | Taught by James Abdey
Statistics and Data Science
A MicroMasters from edXCost $1 · . Contains 5 courses · . Course Total length: 252 hours estimated
Demand for professionals skilled in data, analytics, and machine learning is exploding. The reports that demand for data science skills will drive a 27.9 percent rise in employment in the field through 2026. Data scientists bring value to organizations across...
Offered through edX | and created by MITx, Massachusetts Institute of Technology | Taught by John Tsitsiklis, Patrick Jaillet, Qing He and others
121: Introduction to Statisti
. Course Length: 0 hours estimated
If you invest in financial markets, you may want to predict the price of a stock in six months from now on the basis of company performance measures and other economic factors. As a college student, you may be interested in knowing the dependence of the mean...
Offered through Saylor Academy
Fat Chance: Probability from the Ground Up
Rated 4.6★ stars based on | 3 ratings · . Cost $149 · . Course Length: 35 hours estimated
Created specifically for those who are new to the study of probability, or for those who are seeking an approachable review of core concepts prior to enrolling in a college-level statistics course, Fat Chance prioritizes the development of a mathematical mode of...
Offered through edX | and created by Harvard University, HarvardX | Taught by Benedict Gross, Joseph Harris, Emily Riehl
Data Analysis in Social Science—Assessing Your Knowledge
Statistics and Data Science MicroMasters® ProgramCost $300 · . Course Length: 48 hours estimated
*Enrollment for this course will open on July 20, 2020 * To learn more about this MicroMasters program, please visithttps://micromasters.mit.edu/ds/. This course consists of an assessment that tests your knowledge on the course content from 14.310x - Data Analysis...
Offered through edX | and created by MITx | Taught by Esther Duflo, Sara Fisher Ellison, Karene Chu
Improving your statistical inferences
Rated 4.8★ stars based on | 158 ratings · . Cost $49 · . Course Length: 5 hours estimated
This course aims to help you to draw better statistical inferences from empirical research. First, we will discuss how to correctly interpret p-values, effect sizes, confidence intervals, Bayes Factors, and likelihood ratios, and how these statistics answer...
Offered through Coursera | and created by Eindhoven University of Technology | Taught by Daniel Lakens
Practical Data Science on the AWS Cloud
A Specialization from Coursera. Contains 3 courses · . Course Total length: 1 hours estimated
Development environments might not have the exact requirements as production environments. Moving data science and machine learning projects from idea to production requires state-of-the-art skills. You need to architect and implement your projects for scale and...
Offered through Coursera | and created by deeplearning.ai, Amazon Web Services | Taught by Antje Barth, Shelbee Eigenbrode, Sireesha Muppala and others
Machine Learning with Python: from Linear Models to Deep Learning
Statistics and Data ScienceCost $300 · . Course Length: 37 hours estimated
If you have specific questions about this course, please contact us [email protected]. Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites such as search engines, recommender...
Offered through edX | and created by MITx, Massachusetts Institute of Technology | Taught by Regina Barzilay, Tommi Jaakkola, Karene Chu
Introduction to Scientific Machine Learning
Cost $250 · . Course Length: 99 hours estimated
This course provides an introduction to data analytics for individuals with no prior knowledge of data science or machine learning. The course starts with an extensive review of probability theory as the language of uncertainty, discusses Monte Carlo sampling for...
Offered through edX | and created by Purdue University | Taught by Ilias Bilionis
Discrete Math and Analyzing Social Graphs
Mathematics for Data ScienceRated 2.8★ stars based on | 5 ratings · . Cost $50 · . Course Length: 28 hours estimated
The main goal of this online course is to introduce topics in Discrete Mathematics relevant to Data Analysis. We will start with a brief introduction to combinatorics, the branch of mathematics that studies how to count. Basics of this topic are critical for...
Offered through Coursera | and created by National Research University Higher School of Economics, HSE University | Taught by Vladimir Podolskii, Ilya V. Schurov, Stepan Kuznetsov and others
Python and Statistics for Financial Analysis
Rated 4.2★ stars based on | 155 ratings · . Cost $49 · . Course Length: 18 hours estimated
Course Overview: https://youtu.be/JgFV5qzAYno Python is now becoming the number 1 programming language for data science. Due to python’s simplicity and high readability, it is gaining its importance in the financial industry. The course combines both python...
Offered through Coursera | and created by The Hong Kong University of Science and Technology | Taught by Xuhu Wan
Data and Statistics Foundation for Investment Professionals
Data Science for Investment ProfessionalsCost $49 · . Course Length: 34 hours estimated
Aimed at investment professionals or those with investment industry knowledge, this course offers an introduction to the basic data and statistical techniques that underpin data analysis and lays an essential foundation in the techniques that are used in big data...
Offered through Coursera | and created by CFA Institute | Taught by Neil Govier, CFA
Guided Project: Get Started with Data Science in Agriculture
. Course Length: 4 hours estimated
Data science tools have revolutionized the way farmers and agricultural professionals approach their work. Python data analysis tools, such as pandas and seaborn, enable farmers to make data-driven decisions using soil, water, and economic data accounts. Pandas is...
Offered through edX | and created by IBM | Taught by Yaroslav Vyklyuk
Interpreting Data Using Statistical Models with Python
Interpreting Data with PythonCost $35 · . Course Length: 2 hours estimated
Data science and data modeling are fast emerging as crucial capabilities that every enterprise and every technologist must possess these days. Increasingly, different organizations are using the same models and modeling tools, so what differs is how those models...
Offered through Pluralsight | Taught by Janani Ravi
Text Marketing Analytics
A Specialization from Coursera. Contains 3 courses · . Course Total length: 64 hours estimated
Marketing data are complex and have dimensions that make analysis difficult. Large unstructured datasets are often too big to extract qualitative insights. Marketing datasets also are relational and connected. This specialization tackles advanced advertising and...
Offered through Coursera | and created by University of Colorado Boulder | Taught by Chris J. Vargo, Scott Bradley
Basic Statistics
Methods and Statistics in Social SciencesRated 4.6★ stars based on | 624 ratings · . Cost $49 · . Course Length: 36 hours estimated
Understanding statistics is essential to understand research in the social and behavioral sciences. In this course you will learn the basics of statistics; not just how to calculate them, but also how to evaluate them. This course will also prepare you for the...
Offered through Coursera | and created by University of Amsterdam | Taught by Matthijs Rooduijn, Emiel van Loon
Introduction to Bayesian Statistics
Introduction to Computational Statistics for Data ScientistsCost $49 · . Course Length: 20 hours estimated
The objective of this course is to introduce Computational Statistics to aspiring or new data scientists. The attendees will start off by learning the basics of probability, Bayesian modeling and inference. This will be the first course in a specialization of...
Offered through Coursera | and created by Databricks | Taught by Dr. Srijith Rajamohan
Data, Models and Decisions in Business Analytics
Business AnalyticsCost $249 · . Course Length: 99 hours estimated
In today’s world, managerial decisions are increasingly based on data-driven models and analysis using statistical and optimization methods that have dramatically changed the way businesses operate in most domains including service operations, marketing,...
Offered through edX | and created by Columbia University, ColumbiaX | Taught by Vineet Goyal, Costis Maglaras