Data Science and full-stack Python learners should use these software tools.
For data science: Python, SciPy, NumPy, Pandas, Matplotlib, Seaborn, Plotly, Scikit-Learn, TensorFlow, Keras, MySQL, PostgreSQL, MongoDB, NLTK, spaCy, and cloud platforms like AWS/GCP.
For full-stack Python dev: Python , Django, Flask, Pyramid, Bootstrap, jQuery, Apache, Nginx, MySQL, PostgreSQL, MongoDB, REST APIs, pytest, unittest, and cloud platforms like AWS/GCP.
Choosing the right laptop is crucial for success in data science and full-stack python development. It needs to be powerful enough to handle complex tasks yet portable for on-the-go work.
Here are tips for selecting the best laptop for these fields.
Processor and RAM : Choose a laptop with a strong processor and enough RAM for data science and python dev. Get at least 8GB RAM and Intel Core i5 or higher to run multiple apps simultaneously without lag.
Storage : Besides a strong CPU and enough RAM, get a laptop with sufficient storage for data science and python dev. We suggest a minimum of 256GB SSD for large data sets and files.
Graphics Card : A graphics card isn’t essential for data science and python dev, but it’s useful for data viz and ML tasks. For deep learning or AI, a strong graphics card can speed up computations.
Display : Need high-res display (1920×1080) for complex data & code in data science and python dev. Consider 2-in-1 or touchscreen for design/visualization tasks.
Battery Life : For long hours of work in data science or python development, go for laptops with 8+ hours of battery life to avoid interruptions.
Portability : When picking a laptop for data science and python development, go for portability. Look for one that’s lightweight and easy to carry around to class or work.
Price : Price matters for a data science laptop, but there are affordable options with necessary components.
Look for laptops above INR 70,000 for performance and portability. Look for a powerful processor, ample RAM, high-res display, long battery life, portability, and affordability.
HP ZBook Firefly 15.6 G8 is great for data science and Python dev, with i5, 32GB RAM, 1TB SSD, NVIDIA T550, and HP’s security features. Or go for HP Spectre 16-f2005TX with even more power.
Buy and compare laptops online: https://pricehush.com/
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