The language used throughout the course, in both instruction and assessments.

Skills you'll gain: PySpark, Apache Spark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Data Mining, Data Transformation, Unstructured Data, Predictive Modeling, Simulation and Simulation Software, Data Manipulation, Marketing Analytics, Image Analysis, Risk Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Tensorflow, Cloud Engineering, Data Lakes, Big Data, Dashboard, Cloud Infrastructure, Apache Spark, Data Infrastructure, Unstructured Data, Applied Machine Learning, Real Time Data, Data Warehousing, Extract, Transform, Load, MLOps (Machine Learning Operations), Feature Engineering, Data Processing, PySpark
Intermediate · Specialization · 3 - 6 Months

Northeastern University
Skills you'll gain: Natural Language Processing, Artificial Intelligence, Artificial Neural Networks, Deep Learning, Machine Learning, Unstructured Data, Supervised Learning, Linear Algebra, Probability Distribution
Mixed · Course · 1 - 3 Months

Stanford University
Skills you'll gain: Bayesian Network, Applied Machine Learning, Graph Theory, Machine Learning Algorithms, Probability Distribution, Network Model, Statistical Modeling, Markov Model, Decision Support Systems, Machine Learning, Probability & Statistics, Network Analysis, Statistical Inference, Sampling (Statistics), Statistical Methods, Unstructured Data, Natural Language Processing, Algorithms, Computational Thinking, Test Data
Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Real Time Data, Dataflow, Google Cloud Platform, Data Pipelines, Data Lakes, Data Import/Export, Tensorflow, Feature Engineering, Dashboard, Cloud Infrastructure, Apache Spark, Big Data, Data Warehousing, Applied Machine Learning, PySpark, Unstructured Data, Extract, Transform, Load, Cloud Storage, Data Infrastructure, Cloud Solutions
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Data Visualization, Machine Learning Algorithms, Natural Language Processing, Semantic Web, Data Manipulation, Linear Algebra, Seaborn, Deep Learning, Machine Learning, Python Programming, Text Mining, Data Science, Data Processing, Supervised Learning, Applied Machine Learning, Unstructured Data, Markov Model
Beginner · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Data Transformation, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Storytelling, Data Integration, Capacity Management, Data Analysis, Data Warehousing, Data Strategy, Data Management, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy, Solution Design, Data Quality
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Dataflow, Business Process, Business Process Modeling, Google Cloud Platform, Data Processing, Data Pipelines, Systems Design, Cloud Engineering, Data Infrastructure, Data Quality, MLOps (Machine Learning Operations), Real Time Data, Data Lakes, Big Data, Data Modeling, Dashboard, Cloud Infrastructure, Data Management, Tensorflow, Unstructured Data
Intermediate · Specialization · 3 - 6 Months

University of Maryland, College Park
Skills you'll gain: Accounting and Finance Software, Unstructured Data, Financial Data, Financial Statement Analysis, Image Analysis, Finance, Financial Analysis, Accounting, Emerging Technologies, Artificial Intelligence, Text Mining, Financial Reporting, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Trend Analysis, Data-Driven Decision-Making, Natural Language Processing
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Data Pipelines, Google Cloud Platform, Dataflow, Data Lakes, MLOps (Machine Learning Operations), Looker (Software), Real Time Data, Data Processing, Cloud Engineering, Big Data, Systems Design, Data Warehousing, Data Infrastructure, Cloud Infrastructure, Cloud Storage, Unstructured Data, Dashboard, Extract, Transform, Load, Tensorflow, Data Architecture
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Ethics, Data Analysis, Data Literacy, Data Security, Google Sheets, Databases, Data Storage, Data Quality, Data Management, Data Collection, SQL, Data Import/Export, Metadata Management, Unstructured Data
Beginner · Course · 1 - 3 Months

Skills you'll gain: Natural Language Processing, Large Language Modeling, Data Ethics, Responsible AI, Text Mining, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Processing, Artificial Intelligence, Scikit Learn (Machine Learning Library), Time Series Analysis and Forecasting, Machine Learning, Data Analysis, Unstructured Data, Data Cleansing, Applied Machine Learning, Unified Modeling Language
Intermediate · Specialization · 3 - 6 Months

Course

Stanford University
Specialization

EDHEC Business School
Specialization

Stanford University
Course

Course

Google Cloud
Professional Certificate

Stanford University
Specialization

Specialization

Course

Google Cloud
Professional Certificate

Specialization

Google Cloud
Course