I had been playing dice games a lot in past few months trying out different strategies every now and then. To be honest, luck plays a major role most of the times.
Still the strategy that worked frequently for me was

Keep extremely small bets and keep betting
Observe the pattern and when your intuition hits you that the next bet 'might' be a win for you
Then increase your bet amount to your desired amount that you can afford to lose (price 1)

If you win then reset the bet amount to the extremely small bet
If you lose then still reset the bet to the extremely small bet
Now when you think the next bet might be a win then increase your amount but this time double up the amount than you previously bet (price 1 * 2)

Repeat until you made a decent profit and then most importantly quit for the day.
Quitting while in profit is the best strategy.