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Certifications
amitkumar-aimlp edited this page Aug 6, 2024
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Certification | Description | Institution | Links |
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Microsoft AI Skills Challenge | Comprehensive specialization covering AI, Neural Networks, CNNs, RNNs, and Deep Learning applications; Build cutting-edge, market-ready, responsible applications for your organization with AI. | Microsoft | Microsoft Profile - Transcript |
Artificial Intelligence (AI) | Get Started with Azure AI Services | Microsoft | Azure AI Services |
Create Computer Vision Solutions with Azure AI Vision | |||
Develop Natural Language Processing Solutions with Azure AI Services | |||
Create Conversational AI Solutions | |||
Develop Decision Support Solutions with Azure AI Services | |||
Create Document Intelligence Solutions with Azure Document Intelligence | |||
Develop Solutions with Azure AI Document Intelligence | |||
Extract Data from Forms by Using Azure AI Document Intelligence | |||
Extract Text from Images and Documents | |||
Implement Knowledge Mining with Azure Cognitive Search | |||
Generative Artificial Intelligence (Gen AI) | Microsoft Azure AI Fundamentals: Generative AI | Microsoft | Azure AI Services - OpenAI |
Develop Generative AI Solutions with Azure OpenAI Service | |||
Create Power Platform Solutions with AI And Copilot | |||
Data Science/Machine Learning | Design A Machine Learning Solution | Microsoft | Azure Machine Learning |
Experiment With Azure Machine Learning | |||
Explore And Configure the Azure Machine Learning Workspace | |||
Work With Compute in Azure Machine Learning | |||
Work With Data in Azure Machine Learning | |||
Train Models with Scripts in Azure Machine Learning | |||
Optimize Model Training with Azure Machine Learning | |||
Train And Deploy a Machine Learning Model with Azure Machine Learning | |||
Deploy And Consume Models with Azure Machine Learning | |||
Manage And Review Models in Azure Machine Learning | |||
Data Engineering | Govern Data Across an Enterprise | Microsoft | Azure Synapse Analytics |
Work With Data Warehouse Using Azure Synapse Analytics | |||
Model, Query and Explore Data in Azure Synapse | |||
Transfer And Transform Data with Azure Synapse Analytics Pipelines | |||
Implement A Data Analytics Solution with Azure Databricks | Microsoft | Azure Databricks | |
Implement A Data Analytics Solution with Azure Synapse Analytics | |||
Build Data Analytics Solutions Using Azure Synapse Serverless SQL Pools | |||
Implement A Data Streaming Solution with Azure Stream Analytics | Microsoft | Azure Stream Analytics | |
Perform Data Engineering with Azure Synapse Apache Spark Pools | |||
Work With Hybrid Transactional and Analytical Processing Solutions Using Azure Synapse Analytics | |||
Machine Learning Operations (MLOps) | Introduction to Machine Learning Operations (MLOps) | Microsoft | Azure DevOps |
End-To-End Machine Learning Operations (MLOps) with Azure Machine Learning | |||
Source Control Management (SCM) | Manage Source Control | Microsoft | Azure GitHub |
Manage The Lifecycle of Your Projects on GitHub | |||
Collaborate With Others with Markdown and GitHub Pages | |||
Automate Your Workflow with GitHub Actions | |||
GitHub Copilot Fundamentals - Understand the AI Pair Programmer | |||
Dataiku Foundations | Foundational course covering data engineering, data science and model deployment with no code. | Dataiku Academy | Verify Skilljar |
RapidMiner Platform Administration Master Certification | Overview of the RapidMiner platform and its architecture; Administration of RapidMiner Studio + Radoop in an enterprise environment; Administration of RapidMiner Server + Real-Time Scoring in an enterprise environment; RapidMiner Extension Management & Development in an enterprise environment. | RapidMiner Academy | OpenbadgePassport |
RapidMiner Data Engineering – Master Certification | Some of the Topics Covered are: Loops and Branches, Advanced Text Processing, Exception Handling, Logging, Data Cleansing, Regular Expressions, Macros, Web APIs, and Scripting. | RapidMiner Academy | OpenbadgePassport |
RapidMiner Data Engineering – Professional Certification | Some of the Topics Covered are: Data Access, Basic Transformations, Working with Multiple Data Sets, Pivot Tables, Routines, and Simple Text Processing. | RapidMiner Academy | OpenbadgePassport |
RapidMiner Machine Learning Master Certification | Some of the Topics Covered are: Complex Predictive Models, Cross Validation and Correct Validation, Parameter Optimization, Model Selection, Feature Engineering, Time Series and Forecasting, and Integrating R and Python Models | RapidMiner Academy | OpenbadgePassport |
RapidMiner Machine Learning – Professional Certification | Some of the Topics Covered are: Classification, Regression, Scoring, Hold-out Validation, Correlations, Feature Importance, Clustering, and Association Rules Etc. | RapidMiner Academy | OpenbadgePassport |
RapidMiner Applications & Use Cases – Master Certification | This certification asserts that the recipient knows, understands, and is able to perform tasks in RapidMiner in the following topic areas: Remote and Scheduled Process Execution; Model Deployment: Versioning, Logging, Scoring, Explaining Predictions, and Webservices; Model Management: Measuring Performance over Time, Calculating ROI, Thresholds & Alerts, and Identifying Deviations & Bias; Creating & Managing RapidMiner Server WebApps. | RapidMiner Academy | OpenbadgePassport |
RapidMiner Applications & Use Cases – Professional Certification | This certification asserts that the recipient knows, understands, and is able to perform tasks in RapidMiner in the following topic areas: Introduction to Machine Learning & Data Science, The CRISP-DM Cycle, Practical Use Cases in Data Science, Data Visualization in Data Science Projects, Machine Learning Model Interpretation, Simulation, Explanation, and Business Deployment Decisions. | RapidMiner Academy | OpenbadgePassport |
Deep Learning A-Z: Hands-On Artificial Neural Networks | Comprehensive course devoted to Artificial Intelligence, Deep Learning, and ChatGPT | Super Data Science | Super Data Science |
Machine Learning A-Z: Hands-On Python & R In Data Science | Comprehensive course devoted to Machine Learning and Data Science | Udemy | Udemy |
SQL Server Analysis Services - SSAS, Data Mining & Analytics | Course covered the SSAS cubes from data warehouse on Multidimensional & Tabular modes with Dimensional & Data Mining Models | Udemy | Udemy |
Spark and Python for Big Data with PySpark | Intensive program covering the Spark with Python, including Spark Streaming, Machine Learning, Spark 2.0 DataFrames and more! | Udemy | Udemy |
The Ultimate Hands On Hadoop Tame your Big Data | Foundational course covering Data Engineering and Hadoop tutorial with MapReduce, HDFS, Spark, Flink, Hive, HBase, MongoDB, Cassandra, Kafka + more! | Sundog Education | Sundog Education |
The Data Science Course: Complete Data Science Bootcamp | Complete Data Science Training: Math, Statistics, Python, Advanced Statistics in Python, Machine and Deep Learning | 365 Data Science | 365 Data Science |
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