This course is primarily for placement preparation and will be using C and C++ for the algorithms
and data structures. Data structures are essential for developing efficient algorithms that arrange
data in main memory for optimal usage. It's important to note that algorithms and data structures
are two different things. C is a bare-bones programming language that requires you to do
everything yourself, but Java can also be used to implement algorithms.
should be able to use it in your work or in your projects or in your courses or in your projects that
you are doing in the future or in your work that you are doing right now so if you want to use
something then you should be able to use it in your work or in your projects or in your courses or
in your future work or in your projects that you are doing right now . So data structures and
algorithms are things that help us in our work or in our projects or in our courses or in our future
projects or in our work or in our projects that we are doing right now so if you want to use
something then you should be able to use it in your work or in your projects or in your courses or
in your future work or in your projects that you are doing right nowwater in a pot and you put the
tea bag in the cup and you make the coffee Now what is the difference between data structures and
algorithms? Algorithms are specific steps that need to be taken in order to solve a problem.I have
been in the industry for a long time now and I have seen a lot of people learning C , C++ and when
they start to learn it they get very lost & confused & they don't know what they are doing & they
don't know how to use the language properly & eventually they stop learning it & they end up
becoming a beginner again & that is not good for the industry & it is not good for the learners
either so I would say learn C , C++ & don't get lost in the language learning process
Data structure is the arrangement of data in main memory, and the concept of database, data
warehouse, and big data will be covered in the course. The fuel of big algorithms is data, and
keeping it properly in the hard disk is essential for efficient retrieval, updating, and deletion.
Although data warehousing is beyond the scope of this course, it's still important to understand it.
Data structures and algorithms are best learned from C and C++, which provide a good picture of
memory usage. The concepts of stack and heap are essential in understanding how C programs
work, and space and time complexity will be covered in future videos. Overall, this course will
cover many data structure concepts, such as linked lists, arrays, binary search trees, and more.
, Time Complexity and Big O Notation
So the input size didn't increase and the runtime of the algorithms didn't increase either .No , it
doesn't depend on the size of the input . When we ask questions like as the input will increase,
Then the runtime will change as per what? And after that Now you will go to aunty's house You
will be treated. Consider there are different routes to come and go.
I want to tell you guys one story. It happened like this , I was bored in my house. I was so bored
that I needed some entertainment. This guy has amazing games like Pubg and GTA5. So he has a
collection of games. He likes playing games a lot. And you can get every type of game from him.
But there is one problem , I also use jio. He also uses jio and we get just 1 Gb for one day. And
with more internet , we ca n't sell files and all. So for me , what is the fastest way to take the game
from this friend. So what will I do ? I will take my bike As the size of this input will get increased,
the runtime of the algorithms will increase. This means that as the input size is increasing like that
The time required to send the file , That is also increasing. There is a hard disk then there is your
motorcycle. You will go on that bike. And you will take it and in hard disk whether you bring
250kb or Tb. As the input size of algo2 increased like that what happened ? For that , there was no
change in the runtime. Runtime remained the same. So we say as the size of the input keeps on
increasing , Similarly, what is the effect of the algorithm on runtime. We are to trying to remove
the time complexity of them.
is the algorithm that runs in constant time . K1 n to the power 0+k2+k3+k4 This time is required in
algo 2 .The sentence is: Run time of it, there are some things that we will recite. Because we won't
constantly use our brains again and again, as we see Big O of 1 it is constant. Now, come here and
listen to another story. If we do an analysis of the first algorithm, If I do T algo1 Then what will
happen here? And along with consider that game is of L3 kb. If the game is of N kb then how
much time will you need? The sentence is: Run time of it, there are some things that we will
recite.There are polynomial algorithms and there are exponential algorithms and there are
logarithmic algorithms and there are exponential functions and there are logarithmic functions.
There are also algorithms that are not linear in time.