Look to the sectors you are most comfortable studying and researching, thereby focusing your weekly picks within that sector.
Use Analysts' Consensus as a starting point for picking stocks. Decide whether to go long or short based on how the analysts view the stock.
Either pick the stocks that are poised to make the most movement, or instead look to be risk-averse by picking low volatility stocks. A true balance of risk and reward.