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InfosecTrain is one of the finest Security and Technology Training and Consulting organization, focusing on a range of IT Security Trainings
and Information Security Services. InfosecTrain was established in the year 2016 by a team of experienced and enthusiastic professionals,
who have more than 15 years of industry experience. We provide professional training, certification & consulting services related to all areas
of Information Technology and Cyber Security.
All about the azure internet of things (io t)
4
A l l a b o u t t h e A z u r e I n t e r n e t o f T h i n g s ( I o T )
T h e I n t e r n e t o f T h i n g s ( I o T ) h a s b e e n i n q u i t e a t r e n d l a t e l y i n t h e c y b e r w o r l d .
I t s g a i n i n g p o p u l a r i t y a s v a s t n u m b e r s o f g a d g e t s m u l t i p l i e s w o r l d w i d e b e c a u s e
i t b r i n g s d o w n o p e r a t i o n a l e x p e n s e s , p o w e r b r e a k t h r o u g h c u s t o m e r e x p e r i e n c e s ,
a n d c r e a t e s n e w r e v e n u e s t r e a m s . A s b u s i n e s s e s w o r l d w i d e f a c e e x t r a o r d i n a r y
c h a l l e n g e s , t h e y l o o k f o r w a r d t o I o T t o d e v e l o p s a f e r w o r k p l a c e s a s i t t u r n s i n t o
a c o n v e n t i o n a l w a y t o r u n a b u s i n e s s .
I t i s e s s e n t i a l t o m a k e I o T a c c e s s i b l e t o a l l t h e o r g a n i z a t i o n s a c r o s s t h e w o r l d
a s M i c r o s o f t b e c o m e s a p e r c e i v e d p i o n e e r i n I o T. A t M i c r o s o f t , w e p r o f o u n d l y
c o m p r e h e n d t h e b e n e f i t o f g r a s p i n g t e c h f o r c e , u t i l i z i n g d a t a a n d A I t o a d d r e s s
d i f f i c u l t i e s , a n d r e c o g n i z e t h e r i g h t s e t o f c i r c u m s t a n c e s . I o T h a s b e e n
s i m p l i f i e d w i t h n o c o d e a n d l o w c o d e c o n t r i b u t i o n s l i k e A z u r e I o T C e n t r a l t h a t
c l i e n t s a n d p a r t n e r s c a n u s e w i t h n o c l o u d s o l u t i o n s d e v e l o p m e n t a p t i t u d e s .
A z u r e I o T i s e x c e p t i o n a l l y p l a c e d a s a c o m p l e t e l y o p e n , f l e x i b l e p l a t f o r m t h a t
t r a v e r s e s i n d u s t r y a p p l i c a t i o n s a n d r e m o v e s c o m p l e x i t i e s f r o m t h e a d v a n c e m e n t
c y c l e . T h e c l i e n t s a n d p a r t n e r s a r e s i g n i f i c a n t l y u t i l i z i n g t h e A z u r e I o T
d e v e l o p m e n t s .
I n t r o d u c t i o n t o I o T
T h e I n t e r n e t o f T h i n g s , c o m m o n l y u s e d b y i t s a b b r e v i a t i o n I o T, i s a n a p p r o a c h
t h a t l e v e r a g e s u s t o c o l l e c t t h e d a t a , t u r n a d e v i c e s m a r t e r, a n d h e l p s u s
c o n n e c t m u l t i p l e d e v i c e s . I t i s a s i m p l e w a y i n w h i c h t h e d e v i c e s c o m m u n i c a t e
w i t h e a c h o t h e r, t h u s s h a r i n g d a t a a n d i n f o r m a t i o n . T h e i n t e r n e t h a s m a d e
d e v i c e s i n t e r a c t i v e a n d s o c i a l , s o i t i s e a s i e r t o c o l l e c t d a t a f r o m t h e m .
C C I S O C e r t i f i c a t i o n
5
T h e r e a r e m a n y d e v i c e s a r o u n d u s t h a t w e u s e i n o u r d a y - t o - d a y l i f e t h a t u s e
t h e i n t e r n e t t o s e r v e u s i n a b e t t e r w a y. I o T h e l p s u s t o c o n n e c t m u l t i p l e
d e v i c e s s o t h a t t h e y c a n b e u s e d e f f i c i e n t l y a s t h e y b e c o m e s m a r t e r.
6
M i c r o s o f t A z u r e
A z u r e i s a C l o u d c o m p u t i n g p l a t f o r m t h a t i s o f f e r e d b y M i c r o s o f t t h a t f u l f i l l s o u r
c o m p u t i n g , s t o r a g e , a n d a p p l i c a t i o n r e q u i r e m e n t s . I t c a n b e d e f i n e d a s a n o n l i n e
p o r t a l u s i n g w h i c h y o u c a n a c c e s s a n d m a n a g e r e s o u r c e s a n d s e r v i c e s r e l a t e d t o
C l o u d a n d a r e o f f e r e d b y M i c r o s o f t . A z u r e p r o v i d e s m o r e t h a n 2 0 0 s e r v i c e s t h a t
a r e c a t e g o r i z e d i n t o 1 8 g r o u p s . I t i s n e e d l e s s t o s a y t h a t t h e r e i s n o s u c h
d o m a i n t h a t A z u r e d o e s n ’ t c o v e r. I t p r o v i d e s c o m p u t i n g , n e t w o r k i n g , a n d s t o r a g e
s e r v i c e s . A z u r e c a n b e u s e d f o r a p p l i c a t i o n d e v e l o p m e n t , a p p l i c a t i o n t e s t i n g ,
a p p l i c a t i o n h o s t i n g , c r e a t i n g v i r t u a l m a c h i n e s , i n t e g r a t i n g a n d s y n c i n g i t s
f e a t u r e s , c o l l e c t i n g a n d s t o r i n g m e t r i c s , a n d v i r t u a l h a r d d r i v e s .
H o w d o e s M i c r o s o f t A z u r e I o T w o r k ?
I o T d e v i c e s a r e m e a n t t o b e u s e d f o r s p e c i f i c c o m m u n i c a t i o n . A z u r e f u r n i s h e s u s
w i t h p l e n t y o f i n t e g r a t i o n s t h a t w o u l d h e l p i m p l e m e n t I o T w i t h e a s e . Yo u c a n
m a k e y o u r A z u r e a p p l i c a t i o n s s m a r t e r b y c o a l e s c i n g t h e m w i t h I o T. T h e A z u r e
I o T s o l u t i o n s t a r t s w i t h t h r e e c o m p o n e n t s :
 T h i n g s : I t i n c l u d e s d e v i c e s , s e n s o r s , g a t e w a y s , i n d u s t r i a l P C s , a n d
e v e r y t h i n g t h a t c o l l e c t s d a t a .
 I n s i g h t s : T h e s e a r e u s e d t o f i n d r e a l - t i m e i n s i g h t , h i s t o r i c a l i n s i g h t , a n d
d r i v i n g i m p r o v e m e n t t o t h i n g s .
 A c t i o n s : T h e s e a r e e s s e n t i a l a s p e c t s f r o m t h e e c o n o m i c p e r s p e c t i v e b e c a u s e
t h e m o n e y c o m e s f r o m t h e a c t i o n s i n a n I o T s o l u t i o n , I o T s c e n a r i o , o r I o T
p r o d u c t .
7
A z u r e I o T S e r v i c e s
T h e r e a r e s o m e s e r v i c e s t h a t c a t e r t o t h e n e e d o f t h e I n t e r n e t o f T h i n g s o n t o p
o f t h e A z u r e P l a t f o r m .
1 . A z u r e I o T C e n t r a l : T h i s i s a S a a S ( S o f t w a r e a s a S e r v i c e ) c l o u d s e r v i c e . I t
p r o v i d e s a s e r v i c e t h a t b a s i c a l l y l e t s y o u c r e a t e s i m i l a r s o f t w a r e a s a s e r v i c e
k i n d o f a p p l i c a t i o n s f o r I o T p l a t f o r m s . I t i s r e a d y t o u s e s e r v i c e , b u t i t d o e s n o t
a l l o w a l o t o f c u s t o m i z a t i o n s .
2 . A z u r e I o T A c c e l e r a t o r s : T h i s i s a P a a S ( P l a t f o r m a s a S e r v i c e ) c l o u d
s e r v i c e . I t a l l o w s c r e a t i n g a t e m p l a t i z e d I o T a p p l i c a t i o n s w h i c h c a n b e u s e d t o
c r e a t e ‘ R e a d y t o U s e ’ I o T s e r v i c e s . I t p r o v i d e s y o u w i t h t e m p l a t e s t o c r e a t e
a p p l i c a t i o n s . I t p r o v i d e s a p l a t f o r m w h e r e y o u c a n d e c i d e t h e t y p e o f a p p l i c a t i o n
a n d s o f t w a r e y o u w a n t t o r u n o n i t . I t p r o v i d e s y o u m o r e f l e x i b i l i t y c o m p a r e d t o
A z u r e I o T C e n t r a l .
3 . A z u r e I o T H u b : T h i s i s a v e r y i m p o r t a n t s e r v i c e . I t l e t s y o u c o n n e c t o t h e r
s e r v i c e s a n d a p p l i c a t i o n s . I t f o r m s a c e n t r a l p o i n t o f c o m m u n i c a t i o n f o r a l l t h e
o t h e r a p p l i c a t i o n s . T h e A z u r e I o T C e n t r a l a n d t h e A z u r e I o T A c c e l e r a t o r s a r e
d e p e n d e n t o n t h e A z u r e I o T H u b t o s o m e e x t e n t , w h e r e a s A z u r e I o T h u b i s a
f a i r l y i n d e p e n d e n t s e r v i c e .
4 . A z u r e D i g i t a l Tw i n s : I t h e l p s i n c r e a t i n g m o d e l s a n d a d i g i t a l r e p r e s e n t a t i o n
o f r e a l - w o r l d t h i n g s , p l a c e s , b u s i n e s s p r o c e s s e s , a n d p e o p l e .
8
5 . A z u r e T i m e S e r i e s I n s i g h t s : I t i s s i m i l a r t o A z u r e D i g i t a l Tw i n s s e r v i c e . A
s e r i e s o f i n f o r m a t i o n t h a t v a r i e s a s o u r t i m e i s r e f e r r e d t o a s T i m e S e r i e s
a n a l y s i s . A z u r e T i m e S e r i e s I n s i g h t s a l l o w s y o u t o b u i l d a p p l i c a t i o n s t h a t h e l p i n
c o l l e c t i n g r e a l - t i m e d a t a a n d b u i l d i n s i g h t s o u t o f i t .
6 . A z u r e S p h e r e : I t e n a b l e s u s t o c r e a t e d e v i c e s w i t h h e a v y h a r d w a r e . I t h a s a
s e t o f d e v i c e s o r c l a s s i f i c a t i o n s w h i c h h e l p i n i m p r o v i n g t h e I o T s e r v i c e s .
7 . A z u r e M a p s : I t p r o v i d e s t h e l o c a t i o n t h a t h e l p s y o u t r a c k a v e h i c l e o r
d e t e r m i n e t h e t r a f f i c a t r e m o t e l o c a t i o n s .
M i c r o s o f t A z u r e t r a i n i n g w i t h I n f o s e c Tr a i n
Yo u c a n o p t f o r a M i c r o s o f t A z u r e t r a i n i n g c o u r s e a t I n f o s e c T r a i n t o g e t
p r o f e s s i o n a l k n o w l e d g e a n d a n i n - d e p t h u n d e r s t a n d i n g o f A z u r e S e r v i c e s . I n f o s e c
T r a i n i s a m o n g t h e l e a d i n g t r a i n i n g p r o v i d e r s h a v i n g h i g h l y s k i l l e d a n d
e x p e r i e n c e d t r a i n e r s . T h e c o u r s e s w i l l e x p a n d y o u r s k i l l s a n d h e l p y o u a d v a n c e
y o u r c a r e e r i n t h e A z u r e c l o u d s p a c e .
F o r m o r e i n f o r m a t i o n a b o u t o u r M i c r o s o f t A z u r e t r a i n i n g c o u r s e s , v i s i t t h e l i n k s
b e l o w :
A Z - 5 0 0 c e r t i f i c a t i o n t r a i n i n g c o u r s e
A Z - 1 0 4 c e r t i f i c a t i o n t r a i n i n g c o u r s e
9
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All about the azure internet of things (io t)

  • 1. www.infosectrain.com All about the Azure Internet of Things (IoT)
  • 2. InfosecTrain About Us InfosecTrain is one of the finest Security and Technology Training and Consulting organization, focusing on a range of IT Security Trainings and Information Security Services. InfosecTrain was established in the year 2016 by a team of experienced and enthusiastic professionals, who have more than 15 years of industry experience. We provide professional training, certification & consulting services related to all areas of Information Technology and Cyber Security.
  • 4. 4 A l l a b o u t t h e A z u r e I n t e r n e t o f T h i n g s ( I o T ) T h e I n t e r n e t o f T h i n g s ( I o T ) h a s b e e n i n q u i t e a t r e n d l a t e l y i n t h e c y b e r w o r l d . I t s g a i n i n g p o p u l a r i t y a s v a s t n u m b e r s o f g a d g e t s m u l t i p l i e s w o r l d w i d e b e c a u s e i t b r i n g s d o w n o p e r a t i o n a l e x p e n s e s , p o w e r b r e a k t h r o u g h c u s t o m e r e x p e r i e n c e s , a n d c r e a t e s n e w r e v e n u e s t r e a m s . A s b u s i n e s s e s w o r l d w i d e f a c e e x t r a o r d i n a r y c h a l l e n g e s , t h e y l o o k f o r w a r d t o I o T t o d e v e l o p s a f e r w o r k p l a c e s a s i t t u r n s i n t o a c o n v e n t i o n a l w a y t o r u n a b u s i n e s s . I t i s e s s e n t i a l t o m a k e I o T a c c e s s i b l e t o a l l t h e o r g a n i z a t i o n s a c r o s s t h e w o r l d a s M i c r o s o f t b e c o m e s a p e r c e i v e d p i o n e e r i n I o T. A t M i c r o s o f t , w e p r o f o u n d l y c o m p r e h e n d t h e b e n e f i t o f g r a s p i n g t e c h f o r c e , u t i l i z i n g d a t a a n d A I t o a d d r e s s d i f f i c u l t i e s , a n d r e c o g n i z e t h e r i g h t s e t o f c i r c u m s t a n c e s . I o T h a s b e e n s i m p l i f i e d w i t h n o c o d e a n d l o w c o d e c o n t r i b u t i o n s l i k e A z u r e I o T C e n t r a l t h a t c l i e n t s a n d p a r t n e r s c a n u s e w i t h n o c l o u d s o l u t i o n s d e v e l o p m e n t a p t i t u d e s . A z u r e I o T i s e x c e p t i o n a l l y p l a c e d a s a c o m p l e t e l y o p e n , f l e x i b l e p l a t f o r m t h a t t r a v e r s e s i n d u s t r y a p p l i c a t i o n s a n d r e m o v e s c o m p l e x i t i e s f r o m t h e a d v a n c e m e n t c y c l e . T h e c l i e n t s a n d p a r t n e r s a r e s i g n i f i c a n t l y u t i l i z i n g t h e A z u r e I o T d e v e l o p m e n t s . I n t r o d u c t i o n t o I o T T h e I n t e r n e t o f T h i n g s , c o m m o n l y u s e d b y i t s a b b r e v i a t i o n I o T, i s a n a p p r o a c h t h a t l e v e r a g e s u s t o c o l l e c t t h e d a t a , t u r n a d e v i c e s m a r t e r, a n d h e l p s u s c o n n e c t m u l t i p l e d e v i c e s . I t i s a s i m p l e w a y i n w h i c h t h e d e v i c e s c o m m u n i c a t e w i t h e a c h o t h e r, t h u s s h a r i n g d a t a a n d i n f o r m a t i o n . T h e i n t e r n e t h a s m a d e d e v i c e s i n t e r a c t i v e a n d s o c i a l , s o i t i s e a s i e r t o c o l l e c t d a t a f r o m t h e m . C C I S O C e r t i f i c a t i o n
  • 5. 5 T h e r e a r e m a n y d e v i c e s a r o u n d u s t h a t w e u s e i n o u r d a y - t o - d a y l i f e t h a t u s e t h e i n t e r n e t t o s e r v e u s i n a b e t t e r w a y. I o T h e l p s u s t o c o n n e c t m u l t i p l e d e v i c e s s o t h a t t h e y c a n b e u s e d e f f i c i e n t l y a s t h e y b e c o m e s m a r t e r.
  • 6. 6 M i c r o s o f t A z u r e A z u r e i s a C l o u d c o m p u t i n g p l a t f o r m t h a t i s o f f e r e d b y M i c r o s o f t t h a t f u l f i l l s o u r c o m p u t i n g , s t o r a g e , a n d a p p l i c a t i o n r e q u i r e m e n t s . I t c a n b e d e f i n e d a s a n o n l i n e p o r t a l u s i n g w h i c h y o u c a n a c c e s s a n d m a n a g e r e s o u r c e s a n d s e r v i c e s r e l a t e d t o C l o u d a n d a r e o f f e r e d b y M i c r o s o f t . A z u r e p r o v i d e s m o r e t h a n 2 0 0 s e r v i c e s t h a t a r e c a t e g o r i z e d i n t o 1 8 g r o u p s . I t i s n e e d l e s s t o s a y t h a t t h e r e i s n o s u c h d o m a i n t h a t A z u r e d o e s n ’ t c o v e r. I t p r o v i d e s c o m p u t i n g , n e t w o r k i n g , a n d s t o r a g e s e r v i c e s . A z u r e c a n b e u s e d f o r a p p l i c a t i o n d e v e l o p m e n t , a p p l i c a t i o n t e s t i n g , a p p l i c a t i o n h o s t i n g , c r e a t i n g v i r t u a l m a c h i n e s , i n t e g r a t i n g a n d s y n c i n g i t s f e a t u r e s , c o l l e c t i n g a n d s t o r i n g m e t r i c s , a n d v i r t u a l h a r d d r i v e s . H o w d o e s M i c r o s o f t A z u r e I o T w o r k ? I o T d e v i c e s a r e m e a n t t o b e u s e d f o r s p e c i f i c c o m m u n i c a t i o n . A z u r e f u r n i s h e s u s w i t h p l e n t y o f i n t e g r a t i o n s t h a t w o u l d h e l p i m p l e m e n t I o T w i t h e a s e . Yo u c a n m a k e y o u r A z u r e a p p l i c a t i o n s s m a r t e r b y c o a l e s c i n g t h e m w i t h I o T. T h e A z u r e I o T s o l u t i o n s t a r t s w i t h t h r e e c o m p o n e n t s :  T h i n g s : I t i n c l u d e s d e v i c e s , s e n s o r s , g a t e w a y s , i n d u s t r i a l P C s , a n d e v e r y t h i n g t h a t c o l l e c t s d a t a .  I n s i g h t s : T h e s e a r e u s e d t o f i n d r e a l - t i m e i n s i g h t , h i s t o r i c a l i n s i g h t , a n d d r i v i n g i m p r o v e m e n t t o t h i n g s .  A c t i o n s : T h e s e a r e e s s e n t i a l a s p e c t s f r o m t h e e c o n o m i c p e r s p e c t i v e b e c a u s e t h e m o n e y c o m e s f r o m t h e a c t i o n s i n a n I o T s o l u t i o n , I o T s c e n a r i o , o r I o T p r o d u c t .
  • 7. 7 A z u r e I o T S e r v i c e s T h e r e a r e s o m e s e r v i c e s t h a t c a t e r t o t h e n e e d o f t h e I n t e r n e t o f T h i n g s o n t o p o f t h e A z u r e P l a t f o r m . 1 . A z u r e I o T C e n t r a l : T h i s i s a S a a S ( S o f t w a r e a s a S e r v i c e ) c l o u d s e r v i c e . I t p r o v i d e s a s e r v i c e t h a t b a s i c a l l y l e t s y o u c r e a t e s i m i l a r s o f t w a r e a s a s e r v i c e k i n d o f a p p l i c a t i o n s f o r I o T p l a t f o r m s . I t i s r e a d y t o u s e s e r v i c e , b u t i t d o e s n o t a l l o w a l o t o f c u s t o m i z a t i o n s . 2 . A z u r e I o T A c c e l e r a t o r s : T h i s i s a P a a S ( P l a t f o r m a s a S e r v i c e ) c l o u d s e r v i c e . I t a l l o w s c r e a t i n g a t e m p l a t i z e d I o T a p p l i c a t i o n s w h i c h c a n b e u s e d t o c r e a t e ‘ R e a d y t o U s e ’ I o T s e r v i c e s . I t p r o v i d e s y o u w i t h t e m p l a t e s t o c r e a t e a p p l i c a t i o n s . I t p r o v i d e s a p l a t f o r m w h e r e y o u c a n d e c i d e t h e t y p e o f a p p l i c a t i o n a n d s o f t w a r e y o u w a n t t o r u n o n i t . I t p r o v i d e s y o u m o r e f l e x i b i l i t y c o m p a r e d t o A z u r e I o T C e n t r a l . 3 . A z u r e I o T H u b : T h i s i s a v e r y i m p o r t a n t s e r v i c e . I t l e t s y o u c o n n e c t o t h e r s e r v i c e s a n d a p p l i c a t i o n s . I t f o r m s a c e n t r a l p o i n t o f c o m m u n i c a t i o n f o r a l l t h e o t h e r a p p l i c a t i o n s . T h e A z u r e I o T C e n t r a l a n d t h e A z u r e I o T A c c e l e r a t o r s a r e d e p e n d e n t o n t h e A z u r e I o T H u b t o s o m e e x t e n t , w h e r e a s A z u r e I o T h u b i s a f a i r l y i n d e p e n d e n t s e r v i c e . 4 . A z u r e D i g i t a l Tw i n s : I t h e l p s i n c r e a t i n g m o d e l s a n d a d i g i t a l r e p r e s e n t a t i o n o f r e a l - w o r l d t h i n g s , p l a c e s , b u s i n e s s p r o c e s s e s , a n d p e o p l e .
  • 8. 8 5 . A z u r e T i m e S e r i e s I n s i g h t s : I t i s s i m i l a r t o A z u r e D i g i t a l Tw i n s s e r v i c e . A s e r i e s o f i n f o r m a t i o n t h a t v a r i e s a s o u r t i m e i s r e f e r r e d t o a s T i m e S e r i e s a n a l y s i s . A z u r e T i m e S e r i e s I n s i g h t s a l l o w s y o u t o b u i l d a p p l i c a t i o n s t h a t h e l p i n c o l l e c t i n g r e a l - t i m e d a t a a n d b u i l d i n s i g h t s o u t o f i t . 6 . A z u r e S p h e r e : I t e n a b l e s u s t o c r e a t e d e v i c e s w i t h h e a v y h a r d w a r e . I t h a s a s e t o f d e v i c e s o r c l a s s i f i c a t i o n s w h i c h h e l p i n i m p r o v i n g t h e I o T s e r v i c e s . 7 . A z u r e M a p s : I t p r o v i d e s t h e l o c a t i o n t h a t h e l p s y o u t r a c k a v e h i c l e o r d e t e r m i n e t h e t r a f f i c a t r e m o t e l o c a t i o n s . M i c r o s o f t A z u r e t r a i n i n g w i t h I n f o s e c Tr a i n Yo u c a n o p t f o r a M i c r o s o f t A z u r e t r a i n i n g c o u r s e a t I n f o s e c T r a i n t o g e t p r o f e s s i o n a l k n o w l e d g e a n d a n i n - d e p t h u n d e r s t a n d i n g o f A z u r e S e r v i c e s . I n f o s e c T r a i n i s a m o n g t h e l e a d i n g t r a i n i n g p r o v i d e r s h a v i n g h i g h l y s k i l l e d a n d e x p e r i e n c e d t r a i n e r s . T h e c o u r s e s w i l l e x p a n d y o u r s k i l l s a n d h e l p y o u a d v a n c e y o u r c a r e e r i n t h e A z u r e c l o u d s p a c e . F o r m o r e i n f o r m a t i o n a b o u t o u r M i c r o s o f t A z u r e t r a i n i n g c o u r s e s , v i s i t t h e l i n k s b e l o w : A Z - 5 0 0 c e r t i f i c a t i o n t r a i n i n g c o u r s e A Z - 1 0 4 c e r t i f i c a t i o n t r a i n i n g c o u r s e
  • 9. 9
  • 10. OUR CONTACT A B O U T O U R C O M PA N Y InfosecTrain welcomes overseas customers to come and attend training sessions in destination cities across the globe and enjoy their learning experience at the same time. +44 7451208413 sales@infosectrain.co m www.infosectrain.com https://www.facebook.com/Infosectrain/ https://www.linkedin.com/company/infosec-train/ https://www.youtube.com/c/InfosecTrain