@aristotlegrowth You paint the “community” with a broad brush. Nobody should invest more than they are willing to lose and that’s in any asset. People are free to have their opinions but why have such a strong opinion about something you haven’t truly explored with an open mind 🤷🏽♂️
Netflix crushed churn by using ML.
They analyze what you watch to recommend what keeps you watching.
That’s data-driven retention in action.
#Netflix#ML#ProductStrategy
ML isn’t one-size-fits-all. There are 4 types:
🧾 Supervised: Labeled data (email spam filter)
📊 Unsupervised: Finds patterns (customer clusters)
⚖️ Semi-supervised: A little labeled, lots unlabeled
🎮 Reinforcement: Learns by reward (robot vacuums)
#MachineLearning
GPT didn’t just appear.
It’s the result of decades of evolution—from rule-based logic to generative transformers.
Know the journey to predict the next wave.
#AI#GPT4#TechTrends
📜 1943: Artificial neurons modeled
🧠 1956: The term “Artificial Intelligence” is born
🏆 1997: IBM’s Deep Blue beats the chess world champion
🚀 2012: Deep learning explodes with AlexNet
#AIHistory
🤖 What’s the difference?
• AI: Mimics human intelligence
• ML: Learns from data
• DL: Learns deeply with neural networks
Understanding this hierarchy unlocks the modern tech landscape.
#AI#MachineLearning#DeepLearning
Starting the journey:
📚 Taking Purdue’s GenAI specialization
🤖 Building in public
🧠 Breaking down prompts, LangChain, and LLM workflows
Follow along if you want to decode the next era of intelligence with me.
#GenAI#LangChain#PromptEngineering#BuildInPublic