Data Scientist
Overview
A data scientist utilizes statistical techniques and machine learning algorithms to extract insights and generate predictions from large datasets. They clean and preprocess data, build and test models, and interpret results to inform business decisions. This role demands proficiency in programming, data analysis, and domain expertise to uncover meaningful patterns and trends in data.
Microsoft skills
azure
Relevant certifications
All learning paths
54 path(s) found
Learning Path
NVIDIA DeepStream development with Microsoft Azure
3 hours
beginner
Cross Development
Learning Path
Design a machine learning solution
2 hours
beginner
Machine Learning
Learning Path
Understand data science for machine learning
7 hours
beginner
Machine Learning
Learning Path
Train and manage a machine learning model with Azure Machine Learning
4 hours
beginner
Machine Learning
Learning Path
Write advanced Transact-SQL queries
3 hours
advanced
No core subjects
Learning Path
Manage and review models in Azure Machine Learning
1 hour
beginner
Machine Learning
Learning Path
PyTorch Fundamentals
3 hours
beginner · intermediate
No core subjects
Learning Path
Work with data in Azure Machine Learning
0 hours
beginner
Machine Learning
Learning Path
Explore space with Python and Visual Studio Code; inspired by Netflix's Over the Moon
2 hours
beginner
No core subjects
Learning Path
Train models with scripts in Azure Machine Learning
1 hour
beginner
Machine Learning
Learning Path
Discover the role of Python in space exploration
2 hours
beginner
No core subjects
Learning Path
Create machine learning models
5 hours
intermediate
Machine Learning
Learning Path
Microsoft Azure AI Fundamentals: AI Overview
3 hours
beginner
Artificial Intelligence
Learning Path
Implement a data science and machine learning solution for AI in Microsoft Fabric
5 hours
beginner
Machine Learning · Data Analytics
Learning Path
Microsoft Azure AI Fundamentals: Natural Language Processing
2 hours
beginner
Natural Language Processing
Learning Path
Use basketball stats to optimize game play with Visual Studio Code, inspired by SPACE JAM: A NEW LEGACY
4 hours
beginner
No core subjects
Learning Path
Train models in Azure Machine Learning with the CLI (v2)
2 hours
intermediate
Machine Learning
Learning Path
Create custom copilots with Azure AI Studio
3 hours
intermediate
Artificial Intelligence · Machine Learning
Learning Path
Analyze monitoring data with Kusto Query Language
3 hours
beginner · intermediate · advanced
Cloud Computing · Data Analytics
Learning Path
Building Open Source Software (OSS) Analytics Solutions with Azure HDInsight
5 hours
intermediate
Cloud Computing
Learning Path
End-to-end machine learning operations (MLOps) with Azure Machine Learning
3 hours
intermediate
Artificial Intelligence · Machine Learning
Learning Path
Create machine learning models with R and tidymodels
5 hours
beginner
No core subjects
Learning Path
TensorFlow fundamentals
4 hours
beginner · intermediate
No core subjects
Learning Path
Implement Azure Arc-enabled SQL Managed Instance in your hybrid environment
3 hours
beginner
Infrastructure
Learning Path
Data integration at scale with Azure Data Factory or Azure Synapse Pipeline
5 hours
intermediate
Data Analytics
Learning Path
Copilot Foundations
3 hours
beginner
Artificial Intelligence · Machine Learning
Learning Path
Machine Teaching for Autonomous AI
2 hours
beginner
Artificial Intelligence
Learning Path
Data analysis with Kusto Query Language
2 hours
beginner · intermediate · advanced
Data Analytics · Data Management
Learning Path
Experiment with Azure Machine Learning
1 hour
beginner
Machine Learning
Learning Path
Develop Custom Object Detection Models with NVIDIA and Azure Machine Learning
2 hours
intermediate
Machine Learning
Learning Path
Get Started Querying with Transact-SQL
5 hours
beginner
Data Analytics
Learning Path
Azure for Researchers part 1: Introduction to Cloud Computing
2 hours
beginner
Cloud Computing · Storage
Learning Path
Implement a Machine Learning solution with Azure Databricks
7 hours
intermediate
Artificial Intelligence · Data Management
Learning Path
Introduction to machine learning operations (MLOps)
1 hour
beginner
No core subjects
Learning Path
Get started with Microsoft Fabric
10 hours
beginner
Data Analytics · Data Engineering
Learning Path
Azure for Researchers part 2: Cloud Security and Cost Management
0 hours
beginner
Cloud Security
Learning Path
Work with generative artificial intelligence (AI) models in Azure Machine Learning
2 hours
intermediate
Machine Learning
Learning Path
Get started with Azure AI Services
3 hours
intermediate
Artificial Intelligence
Learning Path
AI edge engineer
16 hours
beginner
Artificial Intelligence
Learning Path
Work with compute in Azure Machine Learning
1 hour
beginner
Machine Learning
Learning Path
Deploy and consume models with Azure Machine Learning
1 hour
beginner
Machine Learning
Learning Path
Microsoft Azure AI Fundamentals: Computer Vision
1 hour
beginner
Artificial Intelligence
Learning Path
Use notebooks for experimentation in Azure Machine Learning
0 hours
beginner
Machine Learning
Learning Path
Predict rocket launch delays with machine learning
1 hour
beginner
Machine Learning
Learning Path
Optimize model training with Azure Machine Learning
2 hours
beginner
Machine Learning
Learning Path
Data analysis in Azure Data Explorer with Kusto Query Language
4 hours
beginner · intermediate · advanced
Data Analytics
Learning Path
Ingest data with Microsoft Fabric
2 hours
intermediate
Big Data · Data Analytics
Learning Path
Implement a Lakehouse with Microsoft Fabric
6 hours
intermediate
Data Analytics · Data Engineering
Learning Path
Integrate Azure Synapse Analytics with Azure Data and AI services
1 hour
intermediate
No core subjects
Learning Path
Program with Transact-SQL
3 hours
advanced
Databases
Learning Path
Explore and configure the Azure Machine Learning workspace
3 hours
beginner
Machine Learning
Learning Path
Train compute-intensive models with Azure Machine Learning
1 hour
advanced
Machine Learning
Learning Path
Classify space rocks by using Python and artificial intelligence
1 hour
beginner
Classification Analysis
Learning Path
Autonomous AI design architect
2 hours
beginner
Artificial Intelligence
