Statistics & Data Analysis

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Association Rules Analysis (Coursera)

The "Association Rules and Outliers Analysis" course introduces students to fundamental concepts of unsupervised learning methods, focusing on association rules and outlier detection. Participants will delve into frequent patterns and association rules, gaining insights into Apriori algorithms and constraint-based association rule mining. Additionally, students will explore outlier detection methods, [...]

Data Understanding and Visualization (Coursera)

The "Data Understanding and Visualization" course provides students with essential statistical concepts to comprehend and analyze datasets effectively. Participants will learn about central tendency, variation, location, correlation, and other fundamental statistical measures. Additionally, the course introduces data visualization techniques using Pandas, Matplotlib, and Seaborn packages, enabling students to present [...]

Fundamental Tools of Data Wrangling (Coursera)

Data wrangling is a crucial step in the data analysis process, as it involves the transformation and preparation of raw data into a suitable format for analysis. The "Fundamental Tools for Data Wrangling" course is designed to provide participants with essential skills and knowledge to effectively manipulate, clean, and [...]

Data Processing and Manipulation (Coursera)

The "Data Processing and Manipulation" course provides students with a comprehensive understanding of various data processing and manipulation concepts and tools. Participants will learn how to handle missing values, detect outliers, perform sampling and dimension reduction, apply scaling and discretization techniques, and explore data cube and pivot table operations. [...]

Data Collection and Integration (Coursera)

The "Data Collection and Integration" course provides students with comprehensive techniques for gathering data from diverse sources, including files, relational databases, web pages, and APIs. Participants will gain practical experience in collecting and integrating data for further processing and analysis. The course emphasizes the utilization of appropriate tools and [...]

GenAI for Everyone (Coursera)

This course will explore the various aspects of Generative AI or GenAI. This introductory "GenAI for Everyone" course informs you about the different capabilities of GenAI. By the end of this course, you will be able to discuss the fundamentals of GenAI, discuss some of the applications of GenAI [...]

Resampling, Selection and Splines (Coursera)

"Statistical Learning for Data Science" is an advanced course designed to equip working professionals with the knowledge and skills necessary to excel in the field of data science. Through comprehensive instruction on key topics such as shrink methods, parametric regression analysis, generalized linear models, and general additive models, students [...]

AWS: Data Analysis and Visualization (Coursera)

Apr 1st 2024
AWS: Data Analysis and Visualization (Coursera)
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AWS: Data Analysis and Visualization Course is the fourth course of AWS Certified Data Analytics Speciality Specialization. This course teaches Data Analysis and Visualization by exploring AWS Services such as Athena, Kinesis, QuickSight, Redshift and Kibana.

AWS: Security in Data Analytics (Coursera)

Apr 1st 2024
AWS: Security in Data Analytics (Coursera)
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AWS: Security in Data Analytics Course is the fourth course of AWS Certified Data Analytics Speciality Specialization. This course teaches learners the concepts of Security in Data Analytics with reference to AWS. Learners will be able to analyze appropriate authentication and authorization mechanisms, apply data protection and encryption techniques [...]

AWS Data Processing (Coursera)

Apr 1st 2024
AWS Data Processing (Coursera)
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AWS: Data Processing Course is the second course of AWS Certified Data Analytics Specialty Specialization. This course focuses on providing data processing solutions. The entire course is designed to teach learners the concept of EMR and Extract, Transform and Load. This course also put emphasis on ETL services and [...]