Curated Video
ChatGPT and Prompt Engineering With Advanced Data Analysis - Build a Machine Learning Model Using ChatGPT
In this video, we will utilize ChatGPT to build an ML model. We will go through the process of leveraging ChatGPT for data preprocessing, model training, and model evaluation, empowering it to use ChatGPT to enhance any ML projects...
Curated Video
ChatGPT and Prompt Engineering With Advanced Data Analysis - Technology behind ChatGPT (In Simple Terms)
In this video, the technology behind ChatGPT is explained in simple terms. Topics such as natural language processing, machine learning, and deep learning are discussed, providing us with a foundational understanding of the underlying...
Curated Video
Alteryx Advanced - Exercise 5
In this exercise, we will use the ex5-kchousedata.csv file to create a regression model that predicts the house price through assisted modeling. This clip is from the chapter "Exercises and Course" of the series "Alteryx Advanced".null
Curated Video
Alteryx Advanced - Exercise 4
In this exercise, we will make use of expert modeling to build an XGBoost classification model that predicts airline passenger satisfaction. We will set the correct datatypes, clean missing values, remove weakly associated features, and...
Curated Video
Alteryx Advanced - Exercise 3
In this exercise, we will use online retail.csv, output files according to country, and create a batch macro to simplify the creation of files. This clip is from the chapter "Exercises and Course" of the series "Alteryx Advanced".null
Curated Video
Alteryx Advanced - Exercise 2
We will use the SQL dump, import the SQL database and use its data in Alteryx using In-Database tools, join the three tables, and remove the excess fields after the join. Using the collated data, we will create a stream that shows the...
Curated Video
Alteryx Advanced - Exercise 1
In exercise 1, we will autofield the ex1-academicperf.csv file, then use Regex to add a tag if the nationality column is not clean and save the output to the Calgary database. We will use the Calgary input and create a new field that...
Curated Video
Alteryx Advanced - Machine Learning Part 5
This video covers best practices for building and deploying ML models in Alteryx, providing examples of how machine learning can be used to solve specific business problems, customer segmentation, fraud detection, and churn prediction....
Curated Video
Alteryx Advanced - Machine Learning Part 4
In this video, you will learn to deploy and operationalize ML models using Alteryx, create a scoring macro, publish a predictive model to a REST API, and use Alteryx Server to manage and monitor machine learning workflows. This clip is...
Curated Video
Alteryx Advanced - Machine Learning Part 3
This video covers more advanced topics related to ML, such as ensemble methods, deep learning, and reinforcement learning; it also provides examples of how these techniques can be used to solve real-world business problems. This clip is...
Curated Video
Alteryx Advanced - Machine Learning Part 2
In this video, you will learn to use Alteryx Designer to build and train machine learning models, prepare data for machine learning, how to select appropriate algorithms and techniques, and evaluate model performance. This clip is from...
Curated Video
Alteryx Advanced - Machine Learning Part 1
This video introduces ML and its applications in data analytics, concepts of supervised and unsupervised learning, and how they can be used to build predictive models and provides an overview of the different algorithms and techniques...
Curated Video
Alteryx Advanced - App and Macro Customization
In this video, you will learn to customize the appearance and behavior of your apps and macros in Alteryx, create custom icons and interface elements for your workflows, use Alteryx tools to create custom configurations and behaviors,...
Curated Video
Alteryx Advanced - App Errors and Conditions
This video covers common errors and issues that occur when designing and using apps in Alteryx, as well as best practices for identifying and resolving these issues. You will learn to use conditional logic and other techniques to handle...
Curated Video
Alteryx Advanced - Batch Macros
In this video, you will learn to use batch macros to apply the same set of tools and configurations to multiple inputs or data streams. The video shows how to create and configure batch macros, use them to optimize performance, and...
Curated Video
Alteryx Advanced - Level-Up Your Apps and Macros Part 1
In this video, you will learn advanced techniques for designing and optimizing apps and macros in Alteryx, design efficient workflows using input/output tools, handle complex data types and configure advanced tool options, and optimize...
Curated Video
Alteryx Advanced - Select and Summarize
In this video, you will learn about the commonly available in-DB tools in Alteryx designer that will help group, cleanse, and select data. You will learn about using the Select In-DB tool to select, rename, or reorder fields in an in-DB...
Curated Video
Alteryx Advanced - Blending
In this video, you will learn about data blending, which is the process of pulling data from multiple sources and combining them to create an actionable analytic dataset. You will learn about the join In-DB tool, used to combine two or...
Curated Video
Alteryx Advanced - In-Database
In this video, we will explore in-database processing, which enables blending and analysis of large datasets without moving the data from the database. You will learn to use the input tool and the different data sources that support...
Curated Video
Alteryx Advanced - Gathering Numbers
In this section, we will look at the transform tool set of Alteryx, which summarizes and rearranges data to prepare it for reporting and analysis. You will learn about weighted averages, running totals, count records tool, and the drag...
Curated Video
Alteryx Advanced - Wild Matches and Grouping
In this video, we will focus on learning about wild matches and grouping. We will begin with understanding errors when working with data and then learn about tools such as the Fuzzy Match tool; you will learn to purge and merge data. You...
Curated Video
Alteryx Advanced - Cleaning
In this video, you will learn about a necessary step, “cleaningâ€, where data is transformed to get meaningful results. You will learn about uncleansed fields and the causes of null data. We will explore the imputation tool, which...
Curated Video
Alteryx Advanced - Tiles and Binning
In this video, you will learn about grouping data, frequency distribution, and batch records based on metric to begin with. We will look at multiple ways of grouping data using the tile tool and the multiple-field binning tool. This clip...
Curated Video
Alteryx Advanced - Using Multiple Files and Calgary
In this video, we will understand how to use multiple files and learn the Calgary function. You will learn about using directory and dynamic input tools to handle multiple files. You will learn to use wildcard characters. We will explore...