Data Science
The creator of modern data science?
Who is C.M. Tracy
This web-based hosting service is commonly used for version control of code repositories.
what is github
This type of chart is used to display the frequency distribution of a dataset and is often used to show the distribution of numerical data.
what is a histogram
This type of database stores data in tables and uses SQL for querying.
What is a relational database
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what is madhu chocolate
This fundamental concept in machine learning refers to the trade-off between the model's ability to minimize errors due to underfitting and errors due to overfitting, aiming to find the optimal balance for generalization to unseen data.
what is the bias variance tradeoff
What is the most powerful tool a data scientist has at their disposal
This type of plot displays the relationship between two quantitative variables, using points to represent values.
wot is a scatter plot
This process involves extracting data from various sources, transforming it into a suitable format, and loading it into a data warehouse.
what is etl?
The place that collin recommended for a data science dinner many years ago (also the best restaurant in austin)
intero :)
This unsupervised learning algorithm is commonly used for clustering tasks by partitioning the dataset into a set number of clusters, with each data point assigned to the cluster with the nearest mean.
What is k means clustering
In software development, this process involves preparing and configuring code for deployment to a production environment, often including steps such as testing, optimization, and packaging.
What is deployment
This technique visualizes text data by word frequency
What is a word cloud?
This open-source framework is used for distributed storage and processing of large datasets using the MapReduce programming model.
what is hadoop
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portillos
This algorithm, known for its simplicity and effectiveness, is used for binary classification tasks by finding the hyperplane that best separates two classes in the feature space.
what is a SVM
This practice involves creating identical copies of production environments, including servers, databases, and configurations, for testing, development, and staging purposes.
What is environment cloning or staging
This chart is commonly used to show hierarchical or tree-structured data
What is a Dendrogram?
This cloud-based data warehousing platform separates storage and compute, allowing for scalable and efficient data processing and querying, and sometimes they take us to soccer games
what is snowflake
something that a lot of us do at the beginning of our notebooks that we should STOP doing
what is using alex's personal snoflake password
his deep learning architecture, designed for image processing tasks, uses layers of convolutional filters to automatically learn spatial hierarchies of features from input images.
what is a convolutional neural network
what should we do b4 deploying to prod
Test everything :)
In Matplotlib, this parameter of the scatter() function is used to set the transparency level of the markers, allowing for better visualization of overlapping points in dense scatter plots.
what is the alpha parameter
This tool is used for transforming data in the warehouse and allows data analysts and engineers to write data transformation workflows using SQL.
what is DBT
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