Google Colab
Google Colab comes straight from the house of Google. This Google free AI tools for data science is a perfect example of an AI-driven platform for basic data analysis. Beginners can use this AI tool as it offers excellent computing resources like GPUs, TPUs, etc.
Features
- AI tool for data science, machine learning, and education
- No setup is required from the user end
- Fix bugs and track changes
Pros
- Built-in GitHub integration
- Users can upload data from Google Drive or external storage systems
- Gemini AI API integration
Cons
- Free GPU resource offers limited power and time
- Supports Python only
- Notebook upload is limited to 20 MB size
Pricing
- It has a free version for data science learners.
- Pay As You Go: $11.79/100 Compute Units
- Colab Pro: $11.79/month
- Colab Pro+: $58.99/month
- Colab Enterprise: Custom pricing
Visit site: Google Colab
Which AI Tools are Recommended for Data Science Beginners?
Data, in this modern age, is the new oil. According to Clive Humby, it is of no use when it is unrefined. Analyzing data can reveal many new things about almost anything. It can be related to healthcare, technology, marketing, finance, or any industry. You name it and discover how data analysis is changing the game.
Data science beginners learn how to harness the potential of a vast data set by using specific tools. These days, Artificial Intelligence (AI) has revolutionized the way we see data. Such tools can see the unseen by doing predictive analysis, sentiment analysis, fraud detection, recommendation systems, and decision-making insights.
For beginners, learning how to extract information from data becomes a lot easier with certain AI tools. Let us take a quick look into ten such free AI tools for data science for beginners.
10 Best AI Tools for Data Science Beginners
- Jupyter Notebook
- Google Colab
- AutoGluon
- DataRobot
- Streamlit
- TensorFlow Playground
- Kaggle Learn
- Vertex AI from Google
- Google Cloud
- H2O AutoML