Data Science & AI – Browse Learning Resources – Learning Resource Hub

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Create Image Captioning Models

Transformer Models Bert Model

Interpreting Data Statistical Models

Building Enterprise Distributed Online Analytics Platform

Build Rating Recommendation Engine Collaborative Filtering

Building Resilient Streaming Analytics Systems Gcp 1

Building Multi Agent Systems Autogen

Building Applications Openai

Build Image Recognition Model

Building Document Qa Systems Haystack

Build Speech Recognition Model

Building Retrieval Augmented Generation Rag Pipelines Databricks

Building Systems Unsupervised Learning

Excel Advanced Data Visualization

Ng Conf 2020 Session 37

Ng Conf 2020 Session 42

Ng Conf 2020 Session 36

Ng Conf 2020 Session 41

Ng Conf 2020 Session 33

Developing Foundations Models Amazon Bedrock

Developing Multi Agent Systems

Continuous Model Training Evolving Data Streams

Snowpro Advanced Data Engineer Performance Optimization Cert

Snowpro Advanced Data Analyst Data Ingestion Preparation Cert

Snowpro Advanced Data Analyst Transformation Modeling Cert

Snowpro Advanced Data Engineer Data Movement Cert

Snowpro Advanced Data Analyst Presentation Visualization Cert

Snowpro Advanced Data Engineer Storage Protection Cert

Microsoft Fabric Analytics Engineer Prepare Serve Data Cert

Microsoft Fabric Analytics Engineer Semantic Models Cert

Microsoft Fabric Advanced Administration

Microsoft Fabric Data Engineer Dp 700 Ingest Transform Data Cert

Microsoft Fabric Data Engineer Dp 700 Implement Manage Analytics Solution Cert

Microsoft Foundry Building Intelligent Applications

Work Gemini Models Bigquery

Productionalizing Data Pipelines Apache Airflow

Produce Consume Data Kafka

Mapreduce Applying Common Data Problems

Amazon Bedrock Building Genai Applications

Amazon Redshift Data Pipelines Streaming

Amazon Bedrock Training Custom Models

Amazon Redshift High Performance Data Warehousing

Amazon Bedrock Prototyping Under Real World Constraints

Advanced Web Scraping Tactics R Playbook

Adv Text Analytics Topic Model Named Entity Recog

Advanced Statistical Models Data Interpreting

Advancing Skills Pfdepth

Advanced Decision Trees

Advanced Features Google Gemini

Advanced Langgraph Techniques

Advanced Google Gemini Features

Adversarial Robustness Toolbox

Advanced Tensorflow Custom Training Optimization

Memory Augmented Persistent Agents

Apache Spark Performance Optimization

Choosing Between Multidimensional And Tabular Models Ssas

Google Sheets Advanced Topics 1

Google Ml Engine Architecting Production Ready Models

Google Bigquery Architecting Data Warehousing Solutions

Google Gemini Deployment Administration

Google Gemini Advanced Features

Evaluating Rag Solutions

Evaluating Anomaly Detection Models

Imagen Image Generation

Implement Text Auto Completion Lstm

Improving Retrieval Rag Fine Tuning

Optimizing Genai Systems Speed Stability

Detecting Analyzing Fileless Malware

Multi Modal Rags

Multi Agent Systems Daily Tasks

Multilingual Cross Lingual Rags

Splunk 9 Configuring Administering Splunk Indexer Clusters

Splunk Search Head Clustering

Data Sec Champion Ransomware

Data Sec Champ Data Exfiltration

Databricks Performance Optimization

Data Practitioners Model Training Best Practices

Vector Search Embeddings

Handling Batch Data Apache Spark Databricks

Taking The Exam Certified Analytics Professional

Accelerate Foundation Model Development One Click Observability Amazon Sagemaker Hyperpod

Deep Belief Networks Diving Deep

Actor Critic Methods Advantage Estimation

Agentic Knowledge Graphs

Rags Multi Modal

Rags Federated Learning Privacy Preserving

Genai Assessing Infrastructure Readiness

Governing Measuring Genai Across Sdlc

Tableau Desktop Certified Professional Advanced Technical Skills

Attention Mechanism

Pandas Advanced

Hdinsight Deep Dive Storm Hbase Hive

Hive Complex Analytical Queries

R Unsupervised Learning Clustering

Federated Learning Privacy Preserving Rags

Langchain Techniques Complex Datasets

R Advanced Data Visualization Techniques

Hortonworks Data Platform Enterprise Skills

Bert Implement Named Entity Recognition

Reinforcment Learning Human Feedback Rlhf Introduction

Evolve Govern Data Models

Xai Grok Advanced Features

Data Science & AI Learning Resources — Free and Paid Courses, Tutorials, Books, and Videos

This page lists 104 Data Science & AI learning resources aggregated from MIT OpenCourseWare, Coursera, Khan Academy, edX, Microsoft Learn, OpenStax, Open Yale Courses, freeCodeCamp, Wikibooks, Pluralsight, and curated sources. Resources can be filtered by difficulty level (beginner, intermediate, advanced) and price, and drilled into by specific topic.