It is one of the top data science programs and comprises of 4 intensive online courses followed by a virtually proctored online exam to earn a certificate. These graduate–level courses include Probability, Data Analysis in Social Science, Fundamentals of Statistics, Machine Learning with Python, ...
BambooAI processes natural language queries about datasets and can generate and execute Python code for data analysis and visualization. This enables users to derive insights from their data without extensive coding knowledge. Users simply input their dataset, ask questions in simple English, and Bamboo...
Final Project and Exam In this module, you will complete a guided practice project where you will use a real-world data set and practice generative AI to generate Python codes that can perform data preparation, analysis, visualization and dashboarding. In addition, you will attempt a final gra...
特别之处其二,是今年加强了大家对于Excel使用,每次考试和Assignment都格外强调了Excel本身的data analysis和DAP的使用,这是在以往的paper base考试中不存在的。因此要求同学们从学期初就调试好自己的电脑和DAP,以避免在考试前DAP不好用的情况(真有人悲剧过)。 Quiz - 10% 这个部分考核的是全部topic的内容,类似于课...
*/ private static void replaceUserDocument(final User user) { try { CosmosItemResponse<User> userReplaceResponse = container.replaceItem(user, user.getId(), new PartitionKey(user.getUserId())).block(); logger.info("Replaced User {}", user.getId()); } catch (CosmosException de) { logger...
the AnalysisData object itself.withDetectorDefinition public AnalysisData withDetectorDefinition(DetectorDefinition detectorDefinition) Set the detectorDefinition property: Detector Definition. Parameters: detectorDefinition - the detectorDefinition value to set. Returns: the AnalysisData object itself.with...
PCA Principal component analysis. Linear dimensionality reduction using Singular Value Decomposition of the data to project it to a lower dimensional space. TruncatedSVD This transformer performs linear dimensionality reduction by using truncated singular value decomposition (SVD). Contrary to PCA, this esti...
Final product. Gif by Author. Requirements Python 3.7 version or Plus Streamlit 0.60 version or Plus Pandas library NumPy library Seaborn library Matplotlib library Sublime Text editor for the Python script Let’s Begin Let’s first install Streamlit to our system through the terminal for ...
Exploratory Data Analysis Data Cleaning Data Wrangling Coursera Plus Course Auditing Coursera Fractal Analytics Fractal Analytics Data Science Statistics & Data Analysis CS: Programming USA Beginner 5-12 Weeks 5-10 Hours/Week Yes, Paid Exam and/or Final Project Paid Certificate 45.00 ...
The following cell defines the functions that will be used in subsequent blocks. These functions include downloading and saving the dataset to CSV files and extending the downloaded dataset with new values, which will then be used for further analysis. ...