Step 1: Recall the direction cosine condition
For a line making angles \( \alpha, \beta, \gamma \) with the positive directions of the \( x \)-axis, \( y \)-axis, and \( z \)-axis respectively, the sum of the squares of the direction cosines is: \[ \cos^2 \alpha + \cos^2 \beta + \cos^2 \gamma = 1. \]
Step 2: Substitute the given angles
The line makes angles \( \alpha = \frac{\pi}{4} \) and \( \gamma = \frac{\pi}{4} \) with the \( x \)-axis and \( z \)-axis, so: \[ \cos^2 \frac{\pi}{4} + \cos^2 \beta + \cos^2 \frac{\pi}{4} = 1. \] Since \( \cos \frac{\pi}{4} = \frac{1}{\sqrt{2}} \), we have: \[ \left( \frac{1}{\sqrt{2}} \right)^2 + \cos^2 \beta + \left( \frac{1}{\sqrt{2}} \right)^2 = 1. \] Simplify: \[ \frac{1}{2} + \cos^2 \beta + \frac{1}{2} = 1. \]
Step 3: Solve for \( \cos^2 \beta \)
Combine terms:
\[ 1 + \cos^2 \beta = 1 \implies \cos^2 \beta = 0. \] Thus: \[ \cos \beta = 0 \implies \beta = \frac{\pi}{2}. \]
Step 4: {Conclude the result}
The angle which the line makes with the positive direction of the \( y \)-axis is \( \frac{\pi}{2} \).
Self-study helps students to build confidence in learning. It boosts the self-esteem of the learners. Recent surveys suggested that close to 50% learners were self-taught using internet resources and upskilled themselves.

A student may spend 1 hour to 6 hours in a day in upskilling self. The probability distribution of the number of hours spent by a student is given below: \[ P(X = x) = \begin{cases} kx^2, & \text{for } x = 1, 2, 3, \\ 2kx, & \text{for } x = 4, 5, 6, \\ 0, & \text{otherwise.} \end{cases} \] where \( x \) denotes the number of hours. Based on the above information, answer the following questions:
1. Express the probability distribution given above in the form of a probability distribution table.
2. Find the value of \( k \).
3. (a) Find the mean number of hours spent by the student. (b) Find \( P(1 < X < 6) \).
A shop selling electronic items sells smartphones of only three reputed companies A, B, and C because chances of their manufacturing a defective smartphone are only 5%, 4%, and 2% respectively. In his inventory, he has 25% smartphones from company A, 35% smartphones from company B, and 40% smartphones from company C.
A person buys a smartphone from this shop