Learning

Skills

17 skills · 30 modules

17
Total skills
0h / 333h
Hours logged / estimated
5%
Avg progress
AI Foundations
1 skill
0% avg
SKL-001
Anthropic Courses (full track)
P0Not Started
Anthropic
Progress0%
0h / 40h estimated
Master the Claude ecosystem end-to-end
→ Start with Claude 101
Programming & Analysis
1 skill
0% avg
SKL-002
Python for Data Science
P0Not Started
Maven Analytics
Progress0%
0h / 40h estimated
Core analyst/engineer skill underlying all ML/AI work
→ Start Data Prep & EDA module
Machine Learning
2 skills
0% avg
SKL-003
Machine Learning Foundations
P0Not Started
Maven Analytics
Progress0%
0h / 32h estimated
ML literacy + practice for production modeling
→ Start ML 1: Data Profiling
SKL-008
Intro to Neural Networks & Deep Learning
P2Not Started
Maven Analytics
Progress0%
0h / 12h estimated
Conceptual grounding for modern ML
Generative AI
3 skills
0% avg
SKL-004
Generative AI Essentials
P1Not Started
Maven Analytics
Progress0%
0h / 20h estimated
Responsible and effective GenAI application design
→ Start Gen AI Essentials
SKL-007
Prompt Engineering Masterclass
P1Not Started
Maven Analytics
Progress0%
0h / 8h estimated
Maximize quality of LLM outputs
→ Enroll and complete fundamentals
SKL-009
How Large Language Models Work
P1Not Started
Maven Analytics
Progress0%
0h / 6h estimated
Architecture literacy for LLM integration
Data Querying
1 skill
40% avg
SKL-005
SQL
P0In Progress
Mode / StrataScratch
Progress40%
0h / 30h estimated
Foundation for every analytics deliverable
→ StrataScratch medium set - 10 window function problems
Communication
1 skill
0% avg
SKL-006
Storytelling for Business Presentations
P1Not Started
Maven Analytics
Progress0%
0h / 8h estimated
Turn analysis into decisions via narrative
→ Enroll and watch module 1
Cloud & Infrastructure
1 skill
0% avg
SKL-010
Cloud Basics for Data Professionals
P1Not Started
Maven Analytics
Progress0%
0h / 10h estimated
Navigate AWS/GCP/Azure for data work
Data Engineering
1 skill
0% avg
SKL-011
Data Architecture
P0Not Started
Joe Reis / Matt Housley | DataExpert
Progress0%
0h / 30h estimated
Design reliable pipelines and storage
→ Read Fundamentals of Data Engineering Ch 1-3
DevOps
1 skill
50% avg
SKL-012
Git & GitHub
P0In Progress
GitHub
Progress50%
0h / 10h estimated
Version control for code and collaboration
→ Complete Pro Git chapters 3-5
Forecasting
1 skill
0% avg
SKL-013
Time Series Analysis
P0Not Started
Rob Hyndman
Progress0%
0h / 25h estimated
Core to forecasting and revenue intelligence
→ Read FPP3 Ch 1-2
Data Architecture
1 skill
0% avg
SKL-014
Semantic Layers & Metric Stores
P1Not Started
dbt Labs / Cube.dev
Progress0%
0h / 15h estimated
Single source of truth for KPIs
→ Read MetricFlow intro + Cube getting started
Analytics Methods
1 skill
0% avg
SKL-015
Experimentation & Causal Reasoning
P1Not Started
Matheus Facure
Progress0%
0h / 20h estimated
Know what caused what beyond correlation
→ Read Part 1 chapters 1-3
Data Management
1 skill
0% avg
SKL-016
Data Governance
P2Not Started
DAMA International
Progress0%
0h / 15h estimated
Compliance, quality, lineage, ownership
→ DMBOK overview
Product
1 skill
0% avg
SKL-017
Product Thinking (light)
P2Not Started
Various
Progress0%
0h / 12h estimated
Build analytics tools users actually adopt
→ Read Inspired Part 1
All Modules
30 total
ModuleSkillStatusHours
MOD-001
Claude 101
Anthropic Courses (full track)Not Started2.5h
MOD-002
Claude Code 101
Anthropic Courses (full track)Not Started2.5h
MOD-003
Introduction to Claude Cowork
Anthropic Courses (full track)Not Started2.5h
MOD-004
Claude Code in Action
Anthropic Courses (full track)Not Started2.5h
MOD-005
AI Fluency: Framework & Foundations
Anthropic Courses (full track)Not Started2.5h
MOD-006
Building with the Claude API
Anthropic Courses (full track)Not Started2.5h
MOD-007
Introduction to Model Context Protocol
Anthropic Courses (full track)Not Started2.5h
MOD-008
AI Fluency for educators
Anthropic Courses (full track)Not Started2.5h
MOD-009
AI Fluency for students
Anthropic Courses (full track)Not Started2.5h
MOD-010
Model Context Protocol: Advanced Topics
Anthropic Courses (full track)Not Started2.5h
MOD-011
Claude with Amazon Bedrock
Anthropic Courses (full track)Not Started2.5h
MOD-012
Claude with Google Cloud's Vertex AI
Anthropic Courses (full track)Not Started2.5h
MOD-013
Teaching AI Fluency
Anthropic Courses (full track)Not Started2.5h
MOD-014
AI Fluency for nonprofits
Anthropic Courses (full track)Not Started2.5h
MOD-015
Introduction to agent skills
Anthropic Courses (full track)Not Started2.5h
MOD-016
Introduction to subagents
Anthropic Courses (full track)Not Started2.5h
MOD-017
AI Capabilities and Limitations
Anthropic Courses (full track)Not Started2.5h
MOD-018
Data Science in Python: Data Prep & EDA
Python for Data ScienceNot Started8h
MOD-019
Data Science in Python: Regression
Python for Data ScienceNot Started8h
MOD-020
Data Science in Python: Classification
Python for Data ScienceNot Started8h
MOD-021
Data Science in Python: Unsupervised Learning
Python for Data ScienceNot Started8h
MOD-022
Natural Language Processing in Python
Python for Data ScienceNot Started8h
MOD-023
Machine Learning 1: Data Profiling
Machine Learning FoundationsNot Started8h
MOD-024
Machine Learning 2: Classification
Machine Learning FoundationsNot Started8h
MOD-025
Machine Learning 3: Regression
Machine Learning FoundationsNot Started8h
MOD-026
Machine Learning 4: Unsupervised Learning
Machine Learning FoundationsNot Started8h
MOD-027
Gen AI Essentials
Generative AI EssentialsNot Started5h
MOD-028
Prompt Engineering Masterclass
Generative AI EssentialsNot Started5h
MOD-029
Critical Thinking in the Age of AI
Generative AI EssentialsNot Started5h
MOD-030
Data & AI Ethics
Generative AI EssentialsNot Started5h