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Avoiding Burnout During a Profession Change into Data Science What exactly is burnout? Is burnout an issue in Data Science? Spoiler alert: The chance of burnout never goes away Tip #1: Recognise that you could’t (and shouldn’t) learn all the things, and deal with the important thing things Tip #2: Take (not less than) a FULL time off each week Tip #3: Don’t overdo it along with your portfolio Yet one more thing…
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June 18, 2023
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Artificial Intelligence
From zero to semantic search embedding model An issue with semantic search A rabbit hole of embeddings Transformer: a grandparent of all LLMs The BERT model BEIR benchmark The leaderboard Embeddings versus sparse retrieval The hidden cost of huge models Es gibt nicht nur Englisch Next chapter
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June 16, 2023
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Artificial Intelligence
How do you solve an issue like out-of-control AI?
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May 16, 2023
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Artificial Intelligence
improve the standard of Large Language Models and solve the alignment problem
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May 9, 2023
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Artificial Intelligence
improve the standard of Large Language Models and solve the alignment problem
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May 7, 2023
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Artificial Intelligence
Audio Classification with Deep Learning in Python Problem Statement: Audio Classification with Domain Shift Approaching Audio Classification as an Image Classification Problem with Deep Learning Preparations: Getting Acquainted with Audio Data Step 1: Convert the Audio Classification Problem to an Image Classification Problem Step 2: Apply Augmentations to Audio Data Step 3: Advantageous-tune a Pretrained Image Classification Model for Few-Shot Learning Summary Enjoyed This Story? References
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April 8, 2023
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Artificial Intelligence
Audio Classification with Deep Learning in Python Problem Statement: Audio Classification with Domain Shift Approaching Audio Classification as an Image Classification Problem with Deep Learning Preparations: Getting Accustomed to Audio Data Step 1: Convert the Audio Classification Problem to an Image Classification Problem Step 2: Apply Augmentations to Audio Data Step 3: High-quality-tune a Pretrained Image Classification Model for Few-Shot Learning Summary Enjoyed This Story? References
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April 7, 2023
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Artificial Intelligence
Writers Beware: There’s one Big Problem with Using Chat GPT for Blogs
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March 28, 2023
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Artificial Intelligence
How you can Solve the Protein Folding Problem: AlphaFold2
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March 27, 2023
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