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MLG 001 Introduction
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MLG 002 Difference Between Artificial Intelligence, Machine Learning, Data Science
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MLG 003 Inspiration
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MLG 004 Algorithms - Intuition
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MLG 005 Linear Regression
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MLG 006 Certificates & Degrees
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MLG 007 Logistic Regression
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MLG 008 Math for Machine Learning
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MLG 009 Deep Learning
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MLG 010 Languages & Frameworks
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MLG 012 Shallow Algos 1
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MLG 013 Shallow Algos 2
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MLG 014 Shallow Algos 3
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MLG 015 Performance
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MLG 016 Consciousness
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MLG 017 Checkpoint
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MLG 018 Natural Language Processing 1
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MLG 019 Natural Language Processing 2
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MLG 020 Natural Language Processing 3
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MLG 022 Deep NLP 1
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MLG 023 Deep NLP 2
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MLG 024 Tech Stack
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MLG 025 Convolutional Neural Networks
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MLG 026 Project Bitcoin Trader
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MLG 027 Hyperparameters 1
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MLG 028 Hyperparameters 2
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MLG 029 Reinforcement Learning Intro
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MLA 001 Degrees, Certificates, and Machine Learning Careers
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MLA 002 Numpy & Pandas
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MLA 003 Storage: HDF, Pickle, Postgres
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MLA 005 Shapes and Sizes: Tensors and NDArrays
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MLA 006 Salaries for Data Science & Machine Learning
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MLA 007 Jupyter Notebooks
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MLA 008 Exploratory Data Analysis (EDA)
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MLA 009 Charting and Visualization Tools for Data Science
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MLA 010 NLP packages: transformers, spaCy, Gensim, NLTK
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MLA 011 Practical Clustering Tools
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MLG 032 Cartesian Similarity Metrics
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MLA 012 Docker for Machine Learning Workflows
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MLA 013 Tech Stack for Customer-Facing Machine Learning Products
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MLA 014 Machine Learning Hosting and Serverless Deployment
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MLA 015 AWS SageMaker MLOps 1
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MLA 016 AWS SageMaker MLOps 2
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MLA 017 AWS Local Development Environment
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MLA 019 Cloud, DevOps & Architecture
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MLA 020 Kubeflow and ML Pipeline Orchestration on Kubernetes
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MLA 021 Databricks: Cloud Analytics and MLOps
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MLG 033 Transformers
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MLA 022 Code AI: Cursor, Cline, Roo, Aider, Copilot, Windsurf
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MLA 023 Code AI Models & Modes
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MLA 024 Code AI MCP Servers, ML Engineering
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MLG 034 Large Language Models 1
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MLG 035 Large Language Models 2
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MLG 036 Autoencoders
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MLA 025 AI Image Generation: Midjourney vs Stable Diffusion, GPT-4o, Imagen & Firefly
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MLA 026 AI Video Generation: Veo 3 vs Sora, Kling, Runway, Stable Video Diffusion
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MLA 027 AI Video End-to-End Workflow
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