Search result for Data cleaning and analysis Online Courses & Certifications
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Creating an Analytical Dataset
by Maureen Wolfson- 0.0
Approx. 2 weeks
You'll learn this through improving your fluency in Alteryx, a data analytics tool that enables you prepare, blend, and analyze data quickly. Learn how to prepare data to ensure the efficacy of your analysis while improving fluency in Alteryx. lesson 1 Understanding Data Learn to identify structured unstructured and semistructured data. Explore fuzzy matching and spatial analysis...
Free
Wrangling Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 4.8
Approx. 14 hours to complete
Data need to be re-shaped, re-arranged, and re-formatted, so that they can be visualized or be inputted into a machine learning algorithm. This course addresses the problem of wrangling your data so that you can bring them under control and analyze them effectively. Exploratory Data Analysis Exploratory Data Analysis Conduct basic exploratory data analysis...
Analyzing Data with Excel
by Sandip Saha Joy , Steve Ryan- 0.0
5 Weeks
During this introduction you will learn to carry out some basic-level data wrangling and data cleaning tasks and then you will expand your knowledge of data analysis via the use of sorting, filtering, and pivot tables in a spreadsheet. How to filter and sort data How to clean and prepare data...
$99
Studying Cities: Social Science Methods for Urban Research
by Laura Neijenhuis , Jan Fransen , Dorcas Nthoki , Rick Wolff , Maria Zwanenburg- 4.7
Approx. 7 hours to complete
Theoretical Framework and Operationalization Strategy Validity and Reliability Case Studies - Defining a case study and when to use it Quantitative and Qualitative Data Quantitative and Qualitative Analysis Qualitative Data Analysis: Reliability and Validity Data Analysis: Primary Quantitative Data Analysis Primary and Secondary Quantitative Data Preparation Data Analysis: Secondary Quantitative Data Analysis Data Analysis: Quantitative Data Analysis...
Exploratory Data Analysis for Machine Learning
by Mark J Grover , Miguel Maldonado- 4.6
Approx. 8 hours to complete
You will learn common techniques to retrieve your data, clean it, apply feature engineering, and have it ready for preliminary analysis and hypothesis testing. This course targets aspiring data scientists interested in acquiring hands-on experience with Machine Learning and Artificial Intelligence in a business setting. Retrieving Data, Exploratory Data Analysis, and Feature Engineering...
Analyze Data to Answer Questions
by Google Career CertificatesTop Instructor- 4.6
Approx. 25 hours to complete
You’ll take what you’ve learned to this point and apply it to your analysis to make sense of the data you’ve collected. Learning Log: Finish your data analysis checklist Discuss the importance of organizing your data before analysis with references to sorts and filters Demonstrate an understanding of what is involved in the conversion and formatting of data...
Applied Data Science Capstone
by Joseph Santarcangelo , Alex Aklson- 4.7
Approx. 10 hours to complete
You will learn about location data and different location data providers, such as Foursquare. You will also learn how to be creative in situations where data are not readily available by scraping web data and parsing HTML code. Exploratory Data Analysis (EDA) Exploratory Data Analysis Overview Exploratory Data Analysis using SQL Exploratory Data Analysis...
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Artificial Intelligence for Trading
by Cindy Lin , Arpan Chakraborty , Elizabeth Otto Hamel , Eddy Shyu , Brok Bucholtz , Parnian Barekatain , Juan Delgado , Luis Serrano , Cezanne Camacho , Mat Leonard- 0.0
6 Months
Learn the basics of quantitative analysis, including data processing, trading signal generation, and portfolio management. Learn quantitative analysis basics, and work on real-world projects from trading strategies to portfolio optimization. Specific roles include: Quantitative analyst Quantitative researcher Investment analyst Data intelligence analyst Risk analyst Desk quant Desk strategist Financial engineer Financial data scientist...
Predictive Modeling, Model Fitting, and Regression Analysis
by Dursun Delen , Julie Pai- 4.4
Approx. 4 hours to complete
Welcome to Predictive Modeling, Model Fitting, and Regression Analysis. We will review how a model can be fitted, trained and scored to apply to both historical and future data in an effort to address business objectives. Data Dimensionality and Classification Analysis Data Dimensionality and Classification Analysis Applications of regression analysis (linear and logistic)...
Network Analysis in Systems Biology
by Avi Ma’ayan, PhD- 4.5
Approx. 30 hours to complete
The course covers methods to process raw data from genome-wide mRNA expression studies (microarrays and RNA-seq) including data normalization, differential expression, clustering, enrichment analysis and network construction. edu/maayanlab/) from the Icahn School of Medicine at Mount Sinai, but also other freely available data analysis and visualization tools. Deep Sequencing Data Processing and Analysis...