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- 10 Mindset Tips
- 2020-2022 Fed Policy's Impact on Markets
- 3rd Wave of Cloud
- 5 Steps to Documenting Process
- About Ryan
- About Ryan
- Accepted into Georgia Tech OMSCS!
- Accepted into Georgia Tech OMSCS!
- Accounting Environment, Decision-Making & Theory
- Accounting for Realized & Unrealized Gains
- Accountings
- Accounts & Contacts for Lightning Experience
- Activity Management and Collaboration, 3%
- Admin & BA Job Comparison: Quick Look
- Admin Cert Maintenance (Spring '20)
- Admin Cert Maintenance (Spring '21)
- Admin Cert Maintenance (Spring '22)
- Admin Cert Maintenance (Spring '23)
- Admin Cert Prep: Applications, Activities, and Mobile
- Admin Cert Prep: Reporting and Automation
- Admin Cert Prep: Security and Data Management
- Admin Cert Prep: Setup and Objects
- Admin Daily Dashboard
- Admin/BA/Dev Roles & Comp Comparison
- Advanced Administrator
- Advanced Salesforce Release Readiness Strategies
- Adventures in MOOC-Scale Registration at a Traditional University
- Aggregate Records by Date Range in Reports
- Aggregations
- Alberto Cairo's Visualization Wheel
- Analysis Plans
- Analysis Process Overview
- Analytics - Reports and Dashboards, 10%
- Analyzing the Stroop Effect using T-Tests
- Animations
- Apex & .NET Basics
- Apex 101
- Apex Basics & Database
- Apex Best Practices & Context Variables
- Apex Integration Services
- Apex Language Features
- Apex Syntax Review
- Apex Testing
- Apex Trigger Examples
- Apex Triggers
- App Builder Cert Maintenance (Winter '21)
- App Builder Cert Maintenance (Winter '22)
- App Builder Cert Maintenance (Winter '23)
- App Development and Deployment
- App Development with Salesforce DX
- AppExchange Basics
- AppExchange Solutions
- AppExchange, 2%
- Application Lifecycle and Development Models
- Applied-machine-learnings
- Array Mechanics in Numpy
- Asynchronous Apex
- Atlassian Agile Basics
- Aura Components Core Concepts
- Backpropagation
- Backpropagation Implementations
- Bar Charts
- Basic Steps to k-NN Classification
- Basics
- Basics of k-NN Classification
- Bayesian Inference
- Bayesian Learning
- Become a Business Analysis Detective
- Big Sur 2021-08-20 thru 22
- Big Sur 2021-09-25 thru 26
- Big Sur 2021-10-07 thru 09
- Binary Classifiers, ROC Curve, and the AUC
- Bitcoin
- Bitcoin 4-Year SMA Analysis
- Bitcoin is a Monetary Expansion Hedge
- Bitcoin Mining and the Environment
- Bitcoins
- Bookkeeping Basics
- Boosting and Ensemble Learning
- Box Plots
- Branded Mobile Apps with Mobile Publisher
- Build a Battle Station App
- Build a Community with Knowledge and Chat
- Build a Discount Approval Process
- Business Analyst Best Practices
- Business Analyst Certification Prep
- Business Logic and Process Automation
- Business Process Mapping
- Button to Google Search Contact
- Calculating a Loan Balance Over Time
- Calculating Overall Code Coverage in Salesforce
- Campaign Basics
- Ch 3: Benchmarking
- Change Set Development Model
- Chart of Accounts Best Practices
- Chatter Administration for Lightning Experience
- Checkbox True if Certain User is Viewing Record
- Chickens: 2022 Year-in-Review
- Classification Model Evaluation
- Classifying Fashion MNIST
- Cleaning the Adult Dataset
- Cleaning the Titanic Dataset
- Clustering
- Clustering Examples
- Command-Line Interface
- Companies on the Data Tech Stack
- Companies' Orientations to Data Analytics
- Company-Wide Org Settings
- Computational Learning Theory
- Computer Hardware Purchases
- Content Strategy Development
- Cory Klippsten on Bitcoin as the 6th Technological Revolution
- Course Planning for OMSCS
- Create a Debug Logger Apex Class to Triage Flows
- Create Notification Actions in Flow
- Creating a Dynamically-Colored Visual with Matplotlib
- Creating a Matplotlib Visual with Real-World Data
- Crypto Mining and Trading Tax Implications
- Cryptocurrency Accounting
- Custom Button to Launch an Approval Process
- Customer Discovery
- Customer Discovery
- Customer-Centric Discovery for Salesforce Partners
- Customize a Sales Path for Your Team
- Data Cleaning using SQL
- Data Export from Salesforce Developer Console
- Data Job Definitions
- Data Management
- Data Management, 10%
- Data Modeling
- Data Security
- Data-sciences
- Database 101
- Database Fundamentals
- Database-systems
- Dates and Times in Python
- DBSCAN
- DEALER: Credits & Debits Explanation
- Decision Tree Implementations
- Decision Tree Titanic Example
- Decision Trees
- Decision Trees
- Declarative Lookup Rollup Summaries (DLRS)
- Declare variables, constants, methods, and use modifiers and Apex interfaces.
- Demo Storytelling
- Describe how to approach debugging system issues and monitoring flows, processes, and asynchronous and batch jobs, etc.
- Describe the environments, requirements, and process for deploying code and associated configurations.
- Describe the Lightning Component framework, its benefits, and the types of content that can be contained in a Lightning web component.
- Describe the relationship between Apex transactions, the save order of execution, and the potential for recursion and/or cascading.
- Describe the use cases for Lightning Web Component events.
- Design Patterns
- Desktop and Mobile Administration, 3%
- Destructive Changes Using Workbench
- Developer 1 - Apex Language Basics
- Developer 1 - Class Basics
- Developer 1 - Intro
- Developer 1 - Objects
- Developer 1 - Trigger Basics
- Developer Console Basics
- Developing a Deep Learning Application
- Developing a Deep Learning Application
- Developing a Deep Learning Application
- Diagramming Essentials
- Dimensionality Reduction and PCA
- DIY Wheat Sprout Chicken Fodder
- Drucker School-Organizational Change Leadership
- Drucker School—Business Performance Basics
- Dupes and Object Prefixes
- Duplicate Management
- DX Complete Guide - Installation and Setup
- DX Complete Guide - Package-Based Development
- DX Complete Guide - Package-Based Development
- DX Complete Guide - Scratch Orgs
- Dynamic Dollar Cost Averaging into Bitcoin
- Edward Tufte's Graphical Heuristics
- Electric Vehicle Total Cost of Ownership
- Engineering a Metric for a Binary Classifier
- Enhanced Transaction Security
- Ensemble Methods
- Ensemble Methods Implementations
- Equity to Offset Home Purchase Transaction Costs
- Essential Business Analyst Skills
- Essential Habits for Salesforce Admins
- Essentials
- Experience Cloud Basics
- Exploring the Python-Chess Module
- Extended Entity-Relationship Model
- Feature Scaling with KMeans
- Fed Dilemma & Bitcoin as a Neutral Reserve Asset
- Feed Forward Implementations
- Find and Fix Bugs with Apex Replay Debugger
- Find Your Salesforce Edition and API Version
- Flatten JSON
- Flow Basics
- Flow Builder
- Flow Testing and Distribution
- Flow: Add Guardians to Child's Account
- Flow: Product Filtering Quick Reference
- Flow: Update Opportunity Name to Standard
- Flow: User Input to Update Info on Contact
- Formulas and Validations
- Fundamental Concepts and Definitions
- Fundamentals of Databases
- GA Tech OMSCS Economics
- Gaussian Distribution
- Gaussian Mixture Model Examples
- Gaussian Mixture Models and Cluster Validation
- Gigi's Advice to new Bitcoin Maximalists
- Git and GitHub Basics
- Given a scenario, determine, create, and access the appropriate data model including objects, fields, relationships, and external IDs.
- Given a scenario, display and use a custom user interface components, including Lightning Components, Flow, and Visualforce.
- Given a scenario, display content or modify Salesforce data using a Visualforce page and the appropriate controllers or extensions as needed.
- Given a scenario, follow best practices to write Apex classes and triggers.
- Given a scenario, identify common use cases and best practices for declarative versus programmatic customizations, including governor limits, formula fields, and roll-up summaries.
- Given a scenario, identify the implications of governor limits on Apex transactions.
- Given a scenario, identify the options and considerations when importing and exporting data into development environments.
- Given a scenario, implement Apex to work with various types of page components, including Lightning Components, Flow, Next Best Actions, etc.
- Given a scenario, know how and when to use the Salesforce Developer tools such as Salesforce DX, Salesforce CLI, and Developer Console.
- Given a scenario, prevent user interface and data access security vulnerabilities.
- Given a scenario, use and apply Apex control flow statements.
- Given a scenario, use declarative functionality and Apex together to automate business logic.
- Given a scenario, write SOSL, SOQL, and DML statements in Apex.
- Goal Setting
- Governance Basics
- Gradient Descent
- Gradient Descent Implementations
- Grid Search Examples
- Healthy Skepticism
- Heat Maps
- Hexbins
- Hierarchical and Density Based Clustering
- Hierarchical Clustering
- Histograms
- Historical Bitcoin Returns Analysis
- How Google does Machine Learning
- How to Build Salesforce Diagrams
- Identify the capabilities of the declarative process automation features.
- Identity Basics
- Implement exception handling in Apex, including custom exceptions as needed.
- Import and Export with Data Management Tools
- Inclusive Machine Learning
- Inference and Validation
- Inflation-Adjusted Income Analysis
- Inline Animations
- Inline Backend on Retina Displays
- Innovation Customer Discovery
- Innovation Ideation & Prototyping
- Inset Plots
- Instance Based Learning
- Internal Rate of Return (Unequal Timing) in Python
- Intro to Development with Google Cloud
- Intro to Financial Accounting (BUS103) Overview
- Intro-to-machine-learnings
- Job Applications App
- Joining Salesforce Object Data
- Joins
- Journey Mapping
- k-Nearest Neighbors
- Knowledge Basics for Lightning Experience
- Knowledge Check
- Leads & Opportunities for Lightning Experience
- Learn About the Salesforce Admin Role
- Learning Curve Examples
- Least Squares Linear Regression
- Levels of Analysis
- Lightning App Builder
- Lightning Experience Customization
- Lightning Experience Productivity
- Lightning Flow
- Lightning Web Components Basics
- Lightning Web Components Developer Tools
- Linear Regression
- Linear Regression and Standardization
- Linear Regression Implementations
- Lineplots
- Loading Image Data
- Logistic Regression
- Machine Learning Basics
- Machine Learning in the Marketplace
- Managing Personal Finance from Trailhead Org
- Manipulating Data in Salesforce Orgs with Python
- Matplotlib Software Architecture
- Measuring Uncertainty and Information Gain
- Methodology 1: Analysis
- Methodology 2: Specification
- Michael Saylor on BTC Price Projections
- Michael Saylor on Sam Bankman-Fried and Crypto Regulation
- Michael Saylor's Definition of Bitcoin
- ML Definition and Survey
- Mobile App
- Model Evaluation
- Model Overfitting
- Monitor Setup Changes with Setup Audit Trail
- More Visualization Guidelines
- Multilayer Perceptrons
- Multiple Linear Regression
- Multiple Linear Regression Example
- Naive Bayes
- Naive Bayes Impementations
- Naive Bayes SMS Example
- Neural Network Admissions Example
- Neural Network Architecture
- Neural Network Architecture
- Neural Network Implementations
- Neural Networks
- Neural Networks
- Normalization
- Obtain Hex Codes for Matplotlib Color Cycle
- Omscs
- OMSCS Survival Notes
- Optimizing a Classifier for Profitability
- Order of Execution Graphic from SalesforceBen
- Org Development Model
- Organization Setup, 3%
- Other-interests
- Overview
- Overview of Design Methodology
- Overview of ML with GCP
- PAB Cert Prep: Data Modeling and Deployment
- PAB Cert Prep: Fundamentals and User Interface
- Package Development Model
- Parse and Combine the Kaggle Machine Learning and Data Science Survey Data
- Pastured Pig Profitability Case Study
- PD1 Cert Prep: Automation and Logic
- PD1 Cert Prep: Developer Fundamentals
- PD1 Cert Prep: Testing, Debugging, & Deployment
- PD1 Cert Prep: User Interface
- Perceptron
- Perceptron Implementations
- Picklist Administration
- Pigs: 2022 Year-in-Review
- Platform App Builder Intro
- Platform App Builder Intro
- Platform App Builder Intro
- Platform App Builder Outro
- Platform Development Basics
- Plotting Directly from Pandas
- Plotting Mathematical Functions using Matplotlib
- PostgreSQL & Python
- Practical Decluttering of Matplotlib Visuals
- Practical Guidelines for Visualization
- Practice Exam Question Review
- Practice Test Question Review
- Practice Test Question Review
- Pretrained Machine Learning API
- Pricing Wilderness Survival Gear
- Probability Density Functions
- Process Builder-Triggered Approval Process
- Process Mapping for Business Analysts
- Processing GPS Data
- Processing Image Data
- Products, Quotes, and Contracts
- Programmatically Capturing Filenames
- Programmatically Obtaining All Fields on an Object
- Project: Customize a Salesforce Object
- Project: Customize an Org
- Project: Prepare Your Salesforce Org for Users
- Project: Quick Start: Lightning App Builder
- Project: Reports and Dashboards for Sales
- Projects
- Projects
- Proof of Work vs Proof of Stake
- Quantifying the Info Gain from a Classifier
- Quantifying the Value of a Binary Classifier
- Querying Salesforce Orgs with Python
- Quick Action to Sign Up Current User
- Quick Start: Build a Salesforce App
- Quick Start: Explore the LWC Recipes Sample App
- Quick Start: Lightning Web Components
- Quick Start: Process Builder
- Quick Start: Salesforce DX
- Quick Start: Unlocked Packages
- QuickBooks Default Account Types and Detail Types
- Quotes from 'Graphics Lies, Misleading Visuals'
- Random Projection and ICA
- Random Search Diabetes Example
- Raspberry Pi
- Rationale for an Analysis Plan
- Reading from a SQLite DB into Pandas
- Real-World Datasets
- Real-World Histograms and Bar Charts
- Record-Triggered-Flows
- Regression & Classification
- Regression Model Evaluation
- Relationship Building
- Reporting
- Reports & Dashboards for Lightning
- Requirements
- Researching Wilderness Survival Gear
- Retrieve Salesforce Metadata into VS Code
- Ridge, Lasso, and Polynomial Linear Regression
- Ryan Wingate
- Safety of BTC Custody with Prime Trust for Retirement Funds
- Sales and Marketing Applications, 14%
- Sales Operations Use Case and Best Practices
- Salesforce Administrator
- Salesforce Adoption Strategies
- Salesforce Business Analyst - Introductory Videos
- Salesforce Business Analyst: Quick Look
- Salesforce Career Development Planning
- Salesforce Customer 360
- Salesforce Dev Projects Setup & Change Tracking
- Salesforce Developer Comp Range Research
- Salesforce Mobile App Customization
- Salesforce Optimizer
- Salesforce Platform App Builder
- Salesforce Platform Basics
- Salesforce Platform Developer 1
- Salesforce Release Readiness Strategies
- SalesforceBen PD1 Practice Exam Question Review
- Salesforces
- Saving and Loading Models
- Scatterplots
- Scraping Data with Beautiful Soup and Requests
- Screen Flow Distribution
- Scrum and Kanban at Salesforce
- Search Basics for Experience Builder Sites
- Search Solution Basics
- Secure Server-Side Development
- Security
- Security and Access, 13%
- Security Basics
- Service and Support Applications, 13%
- Service Cloud Efficiency
- Service Cloud for Lightning Experience
- Session-Based Permission Sets and Security
- Setting Up an LLC
- Setting up Folders Named as Today's Date
- Setting Up New Project Directories
- Share CRM Data with Your Partners
- Skilling Up for the Implementation Lifecycle
- Sqls
- Stacked Bar Charts
- Stakeholder Alignment is Key to Salesforce Success
- Standard and Custom Objects, 14%
- Statistics
- Strategic Company Alignment with a V2MOM
- Subplots
- Subqueries
- Summarize and Visualize the Kaggle Machine Learning and Data Science Survey Data
- Supervised Learning on Census Dataset
- Supervised Learning on Census Dataset
- Supervised Learning on Census Dataset
- Supervised Learning Terminology
- Suppor Vector Machines for Linear Classification
- Support Vector Machine Implementations
- Support Vector Machines
- Support Vector Machines
- Survey Basics
- Synthetic Datasets
- Table Manipulations
- Tax Implications of Different Business Structures
- Tensors
- Theory-of-machine-learnings
- Tidy Data Defined
- Total Interest over Life of Loan
- Training and Tuning
- Training Considerations
- Training Neural Networks
- Transfer Learning
- Transfer Learning Heuristics
- Trust and Influence
- Understand multi-tenant concepts and design frameworks, such as MVC architecture and Lightning Component Framework.
- Unlocked Packages for Customers
- Unsupervised Learning
- Unsupervised Learning to Identify Customer Segments
- Unsupervised Learning to Identify Customer Segments
- Use a Config File to store User Credentials
- Useful Pandas Options
- Useful Techniques
- Useful-scripts
- User Acceptance
- User Acceptance Testing
- User Authentification
- User Authentification
- User Engagement
- User Experience Basics
- User Interface
- User Setup, 7%
- User Stories
- User Story Creation
- Using ICA on Sound Files
- Using PCA on Cars Dataset
- Using PCA on MNIST
- Using Python-Chess with Pandas for High-Volume PGN Parsing
- VC Dimensions
- Views
- Virtual Whiteboarding: Quick Look
- Visualforce Basics
- Visualizations
- Visualize Salesforce Data Completeness by Field
- Visualizing Decision Boundaries
- Visualizing with Pandas
- Visualizing with Seaborn
- Web Scraping Salesforce Tables
- Web-scrapings
- What is Bitcoin?
- Window Functions
- Workflow / Process Automation, 8%
- Working with Dates in Pandas
- Write and execute tests for triggers, controllers, classes, flows, and processes using various sources of test data.
- Writing Multiple Excel Sheets from Pandas
- Writing Salesforce Requirements Dramedy
- Writing to a SQLite DB from Pandas
- Writing to a SQLite DB from Python Data Structures