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Modeling Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 0.0
Approx. 21 hours to complete
Developing insights about your organization, business, or research project depends on effective modeling and analysis of the data you collect. Building effective models requires understanding the different types of questions you can ask and how to map those questions to your data. Dataset is not representative of the population that you are interested in...
Investments II: Lessons and Applications for Investors
by Scott Weisbenner- 4.8
Approx. 19 hours to complete
In this course, you will start by reviewing the fundamentals of investments, including the trading off of return and risk when forming a portfolio, asset pricing models such as the Capital Asset Pricing Model (CAPM) and the 3-Factor Model, and the efficient market hypothesis. Overview of the Performance of Individual Investors...
Logistic Regression in R for Public Health
by Alex Bottle- 4.8
Approx. 12 hours to complete
Additionally, the interpretation of the outputs from the regression model can differ depending on the perspective that you take, and public health doesn’t just take the perspective of an individual patient but must also consider the population angle. Summary of the Course Interpret the output from your analysis and appraise the role of chance and bias as potential explanations...
Divide and Conquer, Sorting and Searching, and Randomized Algorithms
by Tim Roughgarden- 4.8
Approx. 17 hours to complete
The primary topics in this part of the specialization are: asymptotic ("Big-oh") notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and randomized algorithms (QuickSort, contraction algorithm for min cuts). The Gist Interpretation of the 3 Cases Correctness of Quicksort [Review - Optional] Analysis II: The Key Insight...
Data Science Fundamentals for Data Analysts
by Emma Freeman , Mark Roepke- 0.0
Approx. 19 hours to complete
In this course we're going to guide you through the fundamental building blocks of data science, one of the fastest-growing fields in the world! With the help of our industry-leading data scientists, we’ve designed this course to build ready-to-apply data science skills in just 15 hours of learning. A Review of the Data Science Process...
Supervised Learning: Regression
by Mark J Grover , Miguel Maldonado- 4.8
Approx. 11 hours to complete
This course introduces you to one of the main types of modelling families of supervised Machine Learning: Regression. To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Probability, and Statistics....
Supervised Machine Learning: Regression
by Mark J Grover , Miguel Maldonado- 4.7
Approx. 11 hours to complete
This course introduces you to one of the main types of modelling families of supervised Machine Learning: Regression. To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Probability, and Statistics....
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Essential Accounting Skills - Transaction Analysis Explained
by Anthony Ford- 4.6
1 hour on-demand video
Learn to perform important Accounting Transaction Analysis & Interpretation using the most fundamental accounting rules This course teaches you how to perform accounting transaction analysis and interpretation using the most fundamental accounting rules that are applied at all levels of Accountancy....
$12.99
Classical papers in molecular genetics
by Dominique Belin- 4.7
Approx. 28 hours to complete
Many of you know that mutations occur randomly, that the DNA sequence is read by successive groups of three bases (the codons), that many genes encode enzymes, and that gene expression can be regulated. These concepts were proposed on the basis of astute genetic experiments, as well as often on biochemical results. The cro gene of phage lambda...
Data Storage and Processing
by Natalia Grafeeva , Elena Mikhailova , Olga Egorova , Anton Boitsev- 0.0
5 Weeks
Master the culture of data representation, interpretation and outcomes evaluation. Learn the fundamentals of relational and NoSQL database management systems. We will start with data types and sources, methods of data preparation: cleaning, filling in the missing values, data smoothing and normalization. Initial data processing (data cleaning and filling in the missing values)...
$149