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Certifications

amitkumar-aimlp edited this page Aug 6, 2024 · 3 revisions

Certifications

Certification Description Institution Links
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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