How to stop shaking

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I've never been into exercise but this yeat I'm really trying to increase strength all over my body as I'm quite weak, however everytime I exercise even without weights my body is extremely shaky and i feel like I am more focused on keeping my body stable instead of activating my muscles. How can I stop this, and also open to suggestions for exercises which will help me increase strength everywhere!