Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Probability & Statistics, Integral Calculus, Machine Learning Methods, Statistical Analysis, Statistics, Advanced Mathematics, Jupyter, Machine Learning Algorithms, Data Science, Mathematical Modeling, Applied Mathematics, Graph Theory, Artificial Neural Networks, Python Programming, Algorithms

Skills you'll gain: Data Storytelling, Dashboard, Data Visualization, Data Presentation, Analytics, Data Literacy, Data Analysis, Google Sheets, Regression Analysis, Statistical Analysis, Spreadsheet Software, LinkedIn, Statistics, Statistical Hypothesis Testing, Web Scraping, Pandas (Python Package), Relational Databases, Data Ethics, Time Series Analysis and Forecasting, Descriptive Statistics

Skills you'll gain: Pseudocode, Data Literacy, Algorithms, Dashboard, Data Mining, Jupyter, Correlation Analysis, Pandas (Python Package), Plot (Graphics), Web Scraping, Data Analysis Software, Data Visualization Software, Data Analysis, Statistical Programming, Data Science, Data Collection, Machine Learning Algorithms, Unsupervised Learning, Machine Learning, Project Management

Skills you'll gain: Data Import/Export, R Programming, Data Manipulation, Ggplot2, Data Visualization, Plotly, Web Scraping, Interactive Data Visualization, Programming Principles, Data Visualization Software, Data Cleansing, Data Transformation, Statistical Programming, Data Structures

Skills you'll gain: NoSQL, Data Warehousing, SQL, Apache Spark, Apache Hadoop, Linux Commands, Database Administration, Data Architecture, Data Migration, Data Security, IBM DB2, Bash (Scripting Language), Data Pipelines, Apache Airflow, Database Design, MySQL, Cloud Storage, Database Management, Database Architecture and Administration, Extract, Transform, Load

Skills you'll gain: Rmarkdown, Exploratory Data Analysis, Plot (Graphics), Knitr, R Programming, Data Manipulation, Statistical Visualization, Data Science, Data Visualization Software, Data Cleansing, Ggplot2, MySQL, Dimensionality Reduction, Software Installation, Version Control, Data Analysis, Data Sharing, Statistical Programming, GitHub, Machine Learning

Skills you'll gain: Unsupervised Learning, Machine Learning, Anomaly Detection, Reinforcement Learning, Supervised Learning, Feature Engineering, Decision Tree Learning, Classification And Regression Tree (CART), Data Ethics, Tensorflow, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Python Programming, NumPy, Artificial Neural Networks

Skills you'll gain: Prompt Engineering, Generative AI, Large Language Modeling, Data Wrangling, Keras (Neural Network Library), Unsupervised Learning, Generative AI Agents, Feature Engineering, Predictive Modeling, Flask (Web Framework), Supervised Learning, PyTorch (Machine Learning Library), Deep Learning, Exploratory Data Analysis, Data Manipulation, Natural Language Processing, Data Import/Export, Statistical Modeling, Applied Machine Learning, Jupyter

Skills you'll gain: Dashboard, Web Scraping, Jupyter, Pandas (Python Package), Interactive Data Visualization, Data Structures, Data Processing, Data Science, Python Programming, Data Analysis, Data Capture, NumPy, Data Manipulation

Skills you'll gain: Pandas (Python Package), Statistical Methods, Data Manipulation, NumPy, Statistical Analysis, Data Science, Sampling (Statistics), Probability & Statistics, Unstructured Data, Statistical Hypothesis Testing, Python Programming, Data Cleansing, Data Analysis, Data Import/Export, Programming Principles

Skills you'll gain: Apache Spark, Data Governance, SQL, Presentations, Databricks, Data Quality, Data Pipelines, Data Storytelling, Distributed Computing, Data Presentation, Data Analysis, Big Data, Data Import/Export, Data Science, Exploratory Data Analysis, Data Modeling, Database Design, Descriptive Statistics, Data Visualization, Query Languages

Skills you'll gain: Data Ethics, Data Analysis, Workflow Management, Analytical Skills, Data Science, Data Storytelling, Project Design, Data Literacy, Data Presentation, Data-Driven Decision-Making, Data Management, Project Management, Stakeholder Communications, Communication