Udemy - Machine Learning Project - Social Media Marketing in Python

Machine Learning Project: Social Media Marketing in Python

https://WebToolTip.com

Published 1/2026
Created by Lazy Programmer Inc.
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 11 Lectures ( 2h 31m ) | Size: 1.64 GB

Reddit Comment Score Prediction and Data Analytics with AI Language Models

What you'll learn
✓ Complete an end-to-end machine learning project using state-of-the-art AI tools
✓ Fine-tune a transformer language model to predict Reddit comment scores
✓ Perform zero-shot prediction using a state-of-the-art AI / LLM with the OpenAI API
✓ Understand the correct approach to a machine learning project, including establishing a baseline

Requirements
● Experience with classification and regression using neural networks
● Knowledge of loss functions for classification and regression
● Python programming experience
● Knowledge of metrics like accuracy, MSE, F1-score
● Understand train-test splitting, overfitting, generalization
● Knowledge of text-preprocessing: tokenization, truncation
● Understand the importance of context window length / maximum sequence length for sequence models
● Understand the concept of fine-tuning (the code and syntax will be shown to you)

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