Fundamentals of Data Science

Introduction to Data Science

  4.5 68.2K+ learners 1 hr

Skills: Fundamentals of DataScience, Basics of Data Preprocessing techniques, Statistical Distributions,A/B Testing, Time series analysis, Fundamentals of Big Data, Database, Tables, Relationships,Relational Database Management System, Non- relational Databases

Data Science Essentials

  4.52 1.6K+ learners 2 hrs

Skills: Introduction to Data Science, Life Cycle of Data, A/B Testing, Time Series, SQL and NoSQL, Big Data

Data Science Foundations

  4.45 651.6K+ learners 2 hrs

Skills: Collection & preprocessing, Statistical analysis, Probability, Data acquisition, Supervised & unsupervised learning, Feature engineering, Model evaluation, Classification, Prediction, Clustering, R & Python analysis, Data visualization, Ethics & privacy

Python for Data Science

  4.43 116.9K+ learners 2 hrs

Skills: Data Analytics, Problem-solving, Insights, Predictive Modeling, Business Intelligence, Data Science Process, Data Preprocessing Techniques,Data Science Components ,Career Trajectory, Programming Basics,Data Handling using Python,Numpy and Pandas

R for Data Science

  4.54 14.3K+ learners 2 hrs

Skills: Basics of R, Data structures in R, Data Manipulation in R, Data Visualisation in R

Excel for Data Science for Beginners

  4.49 19.6K+ learners 1.5 hrs

Skills: Date and Time,Aggregation,Lookups,Pivot Tables,Errors in Excel

Data Preprocessing

  4.54 9.8K+ learners 2 hrs

Skills: Data Preparation,Feature Engineering,Variable Scaling,Variable Transformation,Binning the Data,Lambda Function,Correlation Checks for Bivariate Data,Outlier Treatment,Outlier Identification,Data Manipulation,Encoding Categorical Variables

Probability for Data Science

  4.47 54.5K+ learners 1.5 hrs

Skills: Basics of Probability, Marginal Probability, Bayes Theorem

Statistics for Data Science

  4.58 69.5K+ learners 7.5 hrs

Skills: Probability,Population, Samples,Statistical analysis,Hypothesis testing,Statistical distributions

Skills: SAP basics, ERP understanding, S/4HANA architecture, core module navigation, AI integration, real-time data analysis, predictive maintenance, project management, process optimization, SAP functional skills.