It is recommended that you have a minimum of 8 GB of RAM on your laptop to run data science applications. But you may want to consider expanding your RAM capacity to 16GB, especially if your data analytics and statistics applications are graphically intensive. Also, make sure to check out Ethernet connectivity. With poor internet connectivity, connecting with a nearby LAN port could take hours, so you should also focus on that.