Thanks to the following answer,
\documentclass[xcolor=dvipsnames]{beamer}
\usepackage{soul}
\setul{}{1.5pt}
\usepackage[tikz]{bclogo}
\renewcommand\bcStyleTitre[1]{\vskip-
0.8em\bfseries\color{Maroon}\ul{#1}\vskip0em}
\begin{document}
\begin{frame}
\begin{bclogo}[arrondi=0.1, logo=\bcquestion, couleurBarre=Maroon]
{Question}
Why
\[
r_e(\mathbf{T})\geq r(\mathbf{T}) \;?
\]
\end{bclogo}
\begin{bclogo}[couleur = gray!10, arrondi=0.1, logo=\bcattention, couleurBarre=Red]{Remark}
It is important that...
\end{bclogo}
\begin{bclogo}[couleur = gray!30, arrondi =0.1 ,logo=\bcfleur]{Thanks!}
$$
$$
\begin{center}
\textcolor{blue}{\textbf{{Thank You for your attention !}}}
\end{center}
$$
$$
\end{bclogo}
\end{frame}
\end{document}
I get
However, I want to reduce the distance between the word 'why' and 'question'. Also I want to use different colors in the title as it is shown in the following picture



renewcommandwhere and how you need it? – Johannes_B Dec 18 '18 at 06:24