You will see your new API Key. Copy and place it in a safe place. Check out this excellent tutorial touse your API keys as environment variables. Getting Data Using OpenAI This section shows you how to connect t
Download the PUDL dataset from Kaggle(it's ~20GB!) and unzip it somewhere conveniently accessible from the notebooks in the cloned repo. Start your JupyterLab or Jupyter Notebook server and navigate to the notebooks in the cloned repo. ...
Jupyter Notebooks & Google Colab –This is used to write and test Python scripts. Big Data Technologies –Hadoop, Spark, Kafka. Visualization Tools –Tableau, Matplotlib, Seaborn, Power BI. Tip: Both Python and SQL are considered to be necessary prerequisite skills for almost all data science ...
It’s a good moment to remind you to check that your Kaggle Notebook is PRIVATE (that’s the default setting). Private Kaggle Notebook In the next cell of your notebook, createa function to use OpenAI in Kaggle. You can fine tune the parameters (max_tokens, etc.) by following the re...
As part of my learning process, I wanted to use my own dataset. I took a few days to choose a problem but my criteria were: A freely available dataset Could be used for social good Not overly complex for my first attempt So after scouring Kaggle and the internet in general for a cool...
Accessing the API in Python gives you the power to build AI-powered applications and tools, and it is super easy to use. Just provide the `ollama.chat` functions with the model name and the message, and it will generate the response. Note: In the message argument, you can also add a...
After iterating 20 times as part of the Jupyter Notebook, you will see keras_metadata.pb and saved_metadata.pb files stored in the models persistent volumes.Now you have a trained model; you can either transfer these to your inference cluster or run inference locally on the same cluster and...
As a beginner, this is by far the easiest method to use Keras. Below is a process on how to install Keras on Amazon SageMaker: Step 1) Open Amazon SageMaker In the first step, Open theAmazon Sagemakerconsole and click on Create notebook instance. ...
Answer these 3 questions, and you will understand WHAT the ML problem you need to solve is. 2. Focus on getting more and better data In online courses and Kaggle competitions, the organizers give you all the data. In fact, all participants use the same data and compete against each other...
AI refers to the use of advanced technology, such as robotics, in futuristic scenarios. There have been many definitions surfaced of artificial intelligence, but John McCarthy provides the following definition in his 2004 paper –” It is the science and engineering of making intelligent machines,...