Thứ Năm, 1 tháng 3, 2018

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Hey guys, today we're going to go over Reaper, which is a cheap, yet fully equipped, digital

audio workstation for Windows and Mac.

Reaper is fully capable of some advanced audio production, with support for audio and MIDI.

There's also a lot of different effects available, and even some options for virtual

instruments to use with MIDI.

Though there are a lot of effects included, you can also add your own by telling Reaper

what folder they're in.

You can also do this with custom synths to dial in your tone, or use a MIDI instrument.

Reaper does have a free demo version available, however the license cost is $60 for a regular

license and $225 for a commercial license.

If you're trying to pick a DAW, we would definitely recommend trying out a demo of

Reaper to see if it's right for you.

When you first open a new project, there won't be

any tracks and all you'll have is your master.

The first thing we'll do is set this up.

We'll add 3 tracks to start with.

One for a kick drum, one for snare, and a stereo track for overheads.

To add a track, go to the top Track menu and select Insert New Track.

You can also right-click on the track area and select to add a new track.

Then click on the blank area as shown and name each of the tracks to keep them organized.

Now we'll configure our tracks for recording.

First click next to IN FX for the track and select your input.

We're using input 1 for the kick, 2 for the snare, and the 3/4 stereo input for the

overheads.

Then click the red circle beside the track name and arm each of the tracks for recording.

Finally, press the big red record button at the bottom next to play button.

Once you're done, you'll get a window that pops up.

Select Save All to keep the tracks, or delete them to start over again.

After you've recorded your tracks, you can make a time selection by dragging on the end

of each of them to trim noise from the tracks.

You can also select a track, move the time selection to a certain point, and press the

S key on your keyboard to split the track.

That allows you to quickly delete sections or slide them around individually.

You'll want to make sure you turn off snapping at the top first, especially if you're not

working with MIDI and your project tempo doesn't match the recording.

Once all your tracks are recorded and trimmed, it's time to start mixing.

At this point, we're going to use a sample multitrack project for the rest of the tutorial.

The first thing we want to do is open the mixer at the bottom of the screen.

Click on View in the top menu and select Mixer.

This gives us the same controls that we have on the side, but it's a little easier to

access down here.

At the top of each track on the mixer, you'll see a power button next to the letters FX.

Click this and it will bring you to the effects menu for that track.

This is where you add, remove, and edit the effects for that track.

If you just click the power button, you'll be turning on and off all the effects for

that track at once.

Once the effects menu is opened, you can individually bypass each effect by clicking on the checkmark.

From the menu, click add to add a new effect to the track.

Most of the effects we use are under VST or JS, and the virtual instruments for the MIDI

track are found under VSTi.

For example, on our kick drum track, we added ReaComp, which is a compressor.

It has all the expected options like attack, release, ratio, and it's pretty straightforward

to use.

All you need to do is adjust the sliders to make changes.

We also added and equalizer which is a parametric equalizer.

By default, there are two central bands and a high and low shelf.

These can each be changed, for example if you wanted more bands or a high or low pass.

To make changes to the equalizer, you can use the sliders at the bottom or drag the

numbers across the chart at the top.

Next to the effects option on the mixer, we have signal routing.

This opens up a menu to control these options.

By default, each track should be sent to master.

You can also select a send, which outputs it to another track, and this can be done

along with the master.

There's also the option to output a MIDI track to a MIDI device, or to output a track

to a separate hardware output, such as for monitoring.

When looking at the mixer, there are a few icons for the signal routing.

The green M indicates the track is being sent to master.

S indicates the track is connected to a send, such on our vocal track which is sent to reverb.

R indicates the track is receiving another track, such as the reverb track receiving

the vocals.

The routing window also has options for track volume and panning, but it's easier to adjust

these from the mixer view.

Next we have the pan selector.

Just hold and drag this knob back and forth to adjust the panning of the track.

You'll be able to hear the difference, and see it visually in the meter for that track,

since they're all displayed in stereo.

To adjust the volume, all you need to do is pull up and down on the fader.

One of the awesome features about Reaper is its MIDI capabilities.

I found MIDI in Reaper to be very powerful, while still being simple and straightforward

to use.

For this example, I'm going to setup MTPowerDrumKit 2 as our MIDI instrument on a MIDI track.

We'll go over how to create an entire drum track in Reaper, then you can route to different

audio tracks from there and edit all the drums individually.

Before we can work with drums in Reaper, we need to add a VST instrument.

Go to the Options menu at the top, select Preferences, then scroll to and select VST

under plugins.

Add the folder where your virtual instruments are stored and press re-scan to add it to

Reaper.

After we've added our VST instrument we need to create a new MIDI track.

Right click on the tracks section and select Insert Virtual Instrument on New Track.

From there we select our virtual instrument.

When it comes up asking if we want to add the following tracks, we will say yes.

This will allow us to route all the parts of the drum kit to different audio tracks.

When we first open our instrument, we need to do the signal routing.

This works similar for any plugin, but how you send the plugins to a different channel

within the instrument itself will vary.

In this plugin, we open the mixer view and change the output for each of the drums.

I've grouped some of the drums together, like different snare hits and the cymbals.

Now all the parts of the drum kit are assigned to those individual audio tracks that Reaper

created earlier for us.

At this point, I like to rename them to keep the project organized.

From here, there's a few ways to create MIDI files.

The first is with the composer view from our plugin.

This can create really nice drum loops that we can use, but not all the plugins have this

feature.

The second is with the piano roll view.

To do this, select a section of the timeline, then go to the Insert menu at the top and

select New MIDI Item.

This creates a MIDI file on our track.

From there, double click the MIDI item to end the piano roll view.

From the piano roll, click on the keys on the side to see which drum you're working

with.

Then just add the notes to create a beat by drawing them on the piano roll.

This is a very tedious way to program drums, but for what it is, Reaper does a good job.

At the bottom, the bars can be adjusted to control the velocity of each of the notes.

My preferred way to program drums in Reaper is with my Akai MPD218.

This is a USB MIDI drum pad.

All it does is send MIDI signals to your program, there's no built in audio capabilities in

the controller itself.

From there, Reaper can create MIDI recordings and process it through whatever plugin you

have on that channel.

The only catch with a MIDI controller is that you need to make sure you stay in time with

the song, so using Reaper's built in metronome for the project is really important to playing

accurately.

I find I get much better results with the Akai MPD218, since it also measures the velocity

of each note, leading to more natural randomness in the final product.

To setup a MIDI controller with Reaper, all you have to do is select it as an input on

the MIDI track, just like you would do with a microphone input.

Now that we have a MIDI recording going to separate audio tracks, we can apply effects

to these tracks just as we learned previously with an audio track.

There's no need to record the actual MIDI to an audio file first, it will just automatically

process the sound going from that output of the virtual instrument.

Though we didn't cover how to use any virtual synths or other instruments in this tutorial,

it does work the same way.

You still create a virtual instrument, but you don't need to route to multiple tracks

after, and you edit the notes on the piano roll in the same way.

There are also MIDI controllers available that use a keyboard instead of drum pads and

these are definitely helpful, but I find programming synths with the on screen piano keyboard to

be easier than drums.

Once you've edited your project, go to File at the top menu and select Render.

We'll leave the source as Master mix and the Bounds as Entire project, but you can

export only a time selection if you want.

In our case, we can select the directory we want to export in and the file name.

For this project, we'll be keeping it at the default Wave file settings, but you can

adjust these if you wanted to.

Once everything's the way you want it, click Render 1 file at the bottom of the window.

The export process for this is pretty quick, even with all the tracks and effects we're

using.

Thanks for watching this video tutorial on Reaper.

If you liked this video and want to see more, don't forget to like and subscribe to the

channel.

You can also check out our social media links below, where you can follow us to see all

our new content every week.

For more infomation >> Reaper DAW Tutorial - Best Audio and MIDI Software for Recording - Duration: 10:41.

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AI News | March 2018 | Intel Software - Duration: 2:04.

Hi.

I'm David Shaw.

And welcome to AI News.

In this episode, learn how to build an image classifier

on the Intel Movidius Neural Compute Stick.

Visualize CNN Models using PyTorch.

And we'll share where to watch an on-demand webinar that

covers the NCS in more depth.

Image classification is a computer vision problem

that aims to classify objects and images

into predefined classes.

Interested in applying some practical AI learning?

Follow these instructions so you can

build a program that reads an image, and then classifies it.

Learn how to use pre-trained networks

to do image classification, using the Intel Movidius Neural

Compute SDK's API framer.

All you need is a compute stick, an x86 64-bit laptop,

and Ubuntu 16.04.

Go ahead and give it a try.

Learn how to visualize your CNN model using PyTorch.

You can see what part of the image is causing activations.

This article will give you the code,

and step-by-step instructions to start visualizing your models.

All you need is OpenCV and PyTorch.

You can also use torchvision, but that's optional.

Register today for a webinar to learn

how to bring intelligence to the edge with Intel's Neural

Compute Stick.

Learn how Movidius VP use our pioneering DNN

accelerated vision processing.

You will get an introduction to the hardware and software

components, walk through online resources for developers,

understand the workflow of network profiling

and application development, and get an advanced demo and sample

code, built using the NCS SDK API framework.

Finally, I have some bad news and good news.

The bad news is that this is the last monthly episode

of AI News.

The good news, is we are moving to a weekly format

to give you even more updated news from Intel and AI.

We look forward to seeing you every Thursday.

Don't forget to like this video, and subscribe

to the Intel Software YouTube channel for more AI news.

For more infomation >> AI News | March 2018 | Intel Software - Duration: 2:04.

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Meet Software Engineers Who Build Google's Infrastructure - Duration: 1:56.

My name is Karin Lundberg. My name is Tim Leahy and I'm a software engineer

in tools and infrastructure, also called SETI for short. A SETI is a software

engineer first and foremost. We develop code. The difference between a SETI and

a traditional software engineer is that our customers are actually other

engineers, so when we launch a product, we launch it to other Googlers.

Software projects that grow big enough need a full-time person to do the integration

between the people producing the software and the infrastructure that

runs it. We're the ones doing the the plumbing of the organization to keep

things moving forward. We also often say that we're part of an engineering

productivity team because that's what we do. We help all engineers be

productive, write high quality code and great products that are just great.

Keeping software up-to-date with recent updates and releases, coordinating with

the project management teams to make sure that things are on track and on

schedule, removing a lot of unnecessary roadblocks to doing software development.

I think one of the best things about working at Google is really the people.

There's a lot of different backgrounds and I like that. My preference is to have

a team with a lot of backgrounds and a lot of diversity in perspective as well.

There's a lot of mobility within Google. If you feel like you have done

everything you can possibly do in the group you are working in, there are tons

of opportunities elsewhere in the company, probably in the location where you

are or other locations around the world. It's a big part of being at Google is

growing yourself all the time. You meet other people, you meet people

from different parts of Google, and you'll learn more about what they're

doing and again it's all about sharing knowledge, expanding your skill sets. The

projects that I've worked on are now in people's hands, on people's faces, and I

can only count a handful of experience that I've had in my entire career where

it was as rewarding as what I've worked on at Google.

For more infomation >> Meet Software Engineers Who Build Google's Infrastructure - Duration: 1:56.

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How to Download YouTube Videos Without Any Software - Duration: 2:06.

For more infomation >> How to Download YouTube Videos Without Any Software - Duration: 2:06.

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Top 5 Best Free Video Editing Software 2018 - Duration: 4:52.

hello guys welcome to this video today I'm going to show you guys the top 5

best free video editing software that are completely free but first don't

forget to subscribe our channel for more videos and please leave us feedback to

improve our next video in future now let's get started

"Shotcut" Shotcut is a free open-source cross-platform video editor which is

available for Windows Mac and Linux it's a very good beginner video editing

software major features include support for a wide range of formats no import

required meaning native timeline editing Blackmagic Design support for input and

preview monitoring and resolution support to 4k and that's it at most this

is a pretty basic video editing software but when it comes to free this is the

best you can get.

"Openshot" Openshot is a free simple and open source video

editor available for Windows Mac and Linux the user interface is friendly and

highly intuitive. Openshot can read and write a large number of audio and video

formats over 400 transitions are included in openshot which lets you

gradually fade from one clip to another moreover over 40 vector title templates

are also included you can also create your own SVG vector titles you can

control the power of time with openshot speed up and slow down clips reverse the

direction of a video overall openshot has all the features that comes in mind

for basic video editing if you are new in video editing and won a free and

simple editing software to start then openshot is the best option for you

"iMovie" iMovie is a free video editing software which is only available for Mac

OS and iOS the interface is super intuitive like other Apple products

with iMovie you can enjoy your videos like never before it's easy to browse

your clips and create Hollywood style trailers and stunning 4k resolution

movies you can even start editing on iPhone or iPad then finish on your Mac

built-in music sound effects and voice over recording make it easy to create a

movie that sounds as good as it looks iMovie gives you lots of ways to share

with your most loyal fans you can export your finished project directly to

several platforms including Facebook and YouTube if you're on Mac and new to

video editing you should check out iMovie

"HitFilm Express"

HitFilm Express is powerful free editing and VFX software which is compatible with

Windows and Mac it offers a very slick user interface hitfilm express has all

the features that you guys can use for visual effects editing it has over 180

visual effects if you guys want to make awesome movie hitfilm express is very

good editing software to start with

"DaVinci Resolve"

DaVinci Resolve is available from Blackmagic Design

who also sell a paid version of this

software called DaVinci Resolve studio so if you want the free software make

sure you download the DaVinci Resolve not DaVinci Resolve studio DaVinci

Resolve is a highly professional video editing software which is available for

all platforms such as Windows Mac OS and Linux and the first thing you will

notice while running the software is you need the powerful system at least eight

gigabyte of RAM as well as a decent graphics card with at least one

gigabytes of video memory the free version of DaVinci Resolve has all of

the professional editing legendary color correction and fair light audio tools

you need for SD HD and Ultra HD work it up to 60 frames per second so as you can

see you don't get these kind of powerful feature in any other free editing

software and in my opinion if you are looking for a powerful video editing

software which has to be free then DaVinci Resolve is the best option

for you thank you guys for watching this video I really hope you guys enjoyed the

top 5 best free video editing software if this helped out please like this

video and share it with your friends and the last thing don't forget to subscribe

our channel for more videos

For more infomation >> Top 5 Best Free Video Editing Software 2018 - Duration: 4:52.

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How To Use CRM Software - Duration: 9:08.

Hello, I am your CRM software, I manage your customers. Guys, you got to have some

CRM software if you're in business for yourself. Marianne DeNovellis here with the

Six Figure Mastermind. Welcome back and today we're going to discuss what it is

and why you need it.

CRM software is some of the most streamlined stuff you can have in your

business, I highly recommend it so let's talk about how to use it and what it's

good for. CRM stands for customer relationship management software and

there's many different kinds out there, there are some fusion soft, there's fresh

sales, there's pipe drive, there's even stuff like MailChimp, there's an endless

supply of CRM software that you can opt into. We're not going to talk about

the one that's best for you but we are going to talk about why you

need one. Before you even pick the software that you feel is best for you,

you're going to need to know why you need it and why you should be using it.

Customer relationship management software is designed to help you keep

everything organized, it's essentially your cheat sheet to all of your clients

and whether or not you're using MailChimp, whether or not using

Infusionsoft board, no matter what you're using,

there is a system that will save you time, energy, and money to use for your

clients. First thing you're going to want to do, it doesn't matter if you have the

system or not if you're not using it and what the first thing you need to track

is, everything that comes in from your client base. You're going to be reaching out

to the world and you're going to get clients to respond back and you want to

know where they're responding from, how they found you and what kind of

interaction that they had with you. In one of our videos later on, we're going to

be discussing how to's on Infusionsoft specifically and maybe we'll even touch

on some MailChimp but regardless, you're going to want to track everything that

comes in, whether you're using a notes feature, whether you're using tags, when no

matter how your specific system is set up, everything that comes in, you're going to

track so if you have a phone call and they tell you, maybe they're in the

military and they just got off deployment, you're going to write that down,

maybe they just told you they have a family and they have a dog who is sick

and they want to invest in your business, you're going to write down about

the dog, you're going to track everything in the family so guess what, when you're on

the phone with them again, if you have a memory like mine, you need this cheat

sheet to help you remember all of the things so when you call them, you

ask about the dog, you ask about the job, you ask about their family,

everything that you possibly took notes on, bring it up in the conversation

because that helps your customer relations go awesome through the roof so

track everything comes in. You're also going to track

everything that goes out, every bit of publicity that you put out there, every

email that you put out there, every phone call you make, everything that you share,

it gets tracked in this software so if I'm taking a phone call with the client

and I want to take some notes and I want to note it, notate that I offered the

client a specific program, I'm going to write that in my notes because how

embarrassing would it be to call the client into a follow-up call and not

have those notes and not remember that you already offered the program and not

remember that they already said yes and they already paid for it in fact, they've

been using it for quite some time and they've been quite happy about it and

then you offer it again. Not good. You want to make sure that you

know everything that you and your client have done together to date in perfect

order so this CRM software will help you track

all of that and keep it a nice beautiful spreadsheet all ready for you. You're

going to track all of your text conversations. For example, I have a text

thread of about 15 people on my own separate threads at any given moment and

you know what, I don't input them all into my phone, I don't save all of their

contact information, I put it all in my CRM software so that means whenever I'm

on the phone with a client, I'm also in front of my computer and I'm putting in

their aim, I'm putting in their phone number, I'm finding out their information

and finding out their history so when I'm on the phone with them, that's all

right in front of me on the screen. I know which clients I've recently talked

to, I know which clients I've contacted first, I know which clients I've done to

contacts with, I know which clients I've contacted three times, I know which

clients I need to followup with, I know which clients are working on path to

payment, I know which clients I've sold on and what program they bought, I know

which clients didn't get sold, I know which clients I didn't get a hold of.

When you start getting this flood of clients, you're going to want to have a

supportive software that helps you keep track of all of those things. Think about

this, you need to send an email out to the part of your database who bought a

specific program, how do you do it without having to categorize everything

all by yourself in the gmail account? You've got to have a CRM software, that

CRM software will automatically send the right email depending on how you've

tagged your clients so if I need to send an email out to all of the clients that

purchase my event sales and marketing program, all I need to do is construct an

email, click the proper tag and the go to the right people. The

autoresponders will also go over it to the right people, all the emails would

get to the right place. You cannot do business with massive

clientele without a program to back you

up so make the job easy for yourself, stack

the deck in your favor and give yourself the gift of having a CRM backup. I don't

care which one you use, just get some support cause an entrepreneur as a

business owner, you don't have to do it on your own, you cannot afford to be

distracted while you are doing all of this tracking ,while you are doing all of

these client calls, while you are talking to everyone that you come in contact

with and you're doing all of your advertisements and your promotions and

your marketing on Facebook. You cannot be distracted when it comes to that because

if you miss something, you've missed a client so when you're in

your crm tracking software, you've got all of your lists for every different

people, you can create as many tags as you want to keep track of who has been

where and who is doing what. I love to have four specific categories in my CRM

software at least to start out with. This list can grow, it can shrink and can vary

depending upon your needs but I like to have a four list series on how I do this.

The first list is my hot light, it's the people that are ready to go, it's the

people that I contacted me recently that I haven't spoken to yet, it's the people

that came to my mind in a moment of thinking who do I need to contact next,

these are my next people, my first respond e's, the people that I'm

talking to first, that is my hot list. Once I've talked to that person, they

either go into a sold list or if I didn't get a hold of them, they go into a

warm list or if I did get a hold of them and they weren't a sale, they go into my

cold list so I've got first my hot list, let's talk about the warm list, okay.

This is my list in process. As soon as I've talked to someone, I'm going to take

their information from my howl list and put it in my warm list. Now if you don't

have a CRM software set up yet, you can just use Google sheets to do this, okay. I

recommend upgrading when it's time to do that but you can start out with Google

sheets. Start out with your hot list, once you've contacted that person, move

their name and phone number, put it over on your warm list. You've got different

tabs set up and your Google sheets so you can do this. Hot list to warm list,

warm list the means they need another touch, they need another follow-up. Maybe

I didn't get a hold of them yet, maybe we talked but we didn't get to a

final decision, that's your warm list. Once they've moved from your warm list,

they're either going to go into a sold list or cold list. Hot, warm, sold, cold, those

are the four lists that you need to have. After I've talked to them, they either

bought a program and I'm going to make a note on my sold list on which program

they bought, how long they've been in the program in the fulfillment that has been

done or I'm going to move them to a cold list. They're still a potential customer,

it's just a no for right now. With my cold list, I'm going to be reaching out

to them, I'm going to be contacting them about every three months or so just to

check in with life, just let's check in and see how they're doing and see how

life is going and maybe it's time for them to move forward, maybe it's not but

life can change so dramatically in the course of three months that I keep them

on my list and you better believe I'm not deleting any

information at all when it comes to keeping my clients in the list. If you're

ever interested in doing a joint venture, a lot of people will ask for your list,

they want to know how big your list is and if you're deleting people as you go,

you can't keep a hold of your list, it's not smart to delete people off your list

even if they have said no to you. Sure, they can unsubscribe and that's totally

okay in fact, that's perfectly wonderful because if they know they don't ever

want to work with you, maybe they're what they call the haters, that's

okay, they can unsubscribe but you don't remove them, they get to do that

themselves and they get to clear up that space. Keep them for as long as you can

until they say please remove me from your list and that's okay, please do that

in fact, by law, if they ask you to remove them from your list, you must do that, be

respectful but otherwise, keep them on your list, either the hot, the warm, the

cold or the sold. Let yourself have the advantage of having CRM software to

back up the entire time. Aren't you so grateful that someone solved that

problem for us? That's going to save you so much time in your business and time is

money so let's make more of both.

For more infomation >> How To Use CRM Software - Duration: 9:08.

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Software Engineering - Duration: 4:08.

Software engineering project classes are a lot different than traditional classes in

that we really treat the software engineering lab as if it's a work environment.

It's not me standing up and lecturing to the class.

It's more of a collaborative effort.

We work with industry stakeholders or sometimes come up with our own projects internally and

take those software engineering projects through the whole life cycle, from inception to requirements

gathering, risk analysis, risk mitigation, development, and deployment, and it's work

done in a team environment where these students learn to work with each other and learn to

work on an actual project.

So when they graduate, they have not just education, but experience they could point

to and talk about.

As we work in a team, it's pivotal that you're able to work with teammates, with your classmates

who you're going to be working with for the next four years.

Working with them has helped benefit my skillset.

I actually played a pretty significant role in developing the curriculum for the software

engineering degree.

I think about 10 years ago I was approached by our dean wanting to know if I could put

together what I would like the students to have as sort of a mathematical ability once

they've completed this degree.

The advice I would give to an incoming student would be to take algebra and possibly trig

in that junior or senior year of high school.

If you do have the ability to take, let's say, a high school calculus class, or an AP

calculus class, do so.

The higher the level math you get exposed to from an earlier time, I think it makes

the transition to college a little bit easier.

Classes can be very challenging at times.

I know right now, I'm in differential equations, which is either my last, or second to last

math class, and it's definitely a tough one.

My favorite memory from Indiana Tech would probably be when I got my internship.

To be working for a subcontractor for the government, that's a huge opportunity for

me and a great step to getting a job after college.

There's a large internship component to software engineering in that the last semester is primarily

internship credits because the idea is once you graduate, not only do you have the projects

to point to, but your internship, which may foster a career opportunity.

So ACM is the Association of Computing and Machinery.

We have a college-based organization.

It's also a national organization.

So our group here at Tech goes to a conference in the fall every year.

It's a huge conference with major employers; Yahoo's there, Google's usually there, so

all the big names are there.

But it's still really cool to have that opportunity, to network and talk to them and see what they're

looking for, and who's programming in what languages, because they're kind of on the

cutting edge of what's going to be big in programming in the next five years.

Part of the growth of Indiana Tech has involved an increasing number of international

students.

You think of this as a global marketplace.

It's increasingly more connected, so I think if we can expose students to different ideas,

different cultures, again, it makes them that much more competitive in the marketplace.

If I was to give advice to another international student, it'd definitely be

to not be afraid; you're not going to be alone.

Many internationals come to Tech, maybe not from the same place, but different places,

different cultures.

You can learn a lot, and know that you're not alone.

What I like about my job here at Indiana Tech is that every semester's different.

It always changes.

We never work on the same project twice.

I get to do what I love, which is develop software, and also help others, to determine

their career path.

I like the social aspect of software engineering--the fact that we work together as a team in an

open dialogue.

I love it when students get their first internship or their first job offer.

Nothing feels better than when they get an offer letter for a salary and a job that they

love and that makes their time in college worth it.

For more infomation >> Software Engineering - Duration: 4:08.

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Axos Soluciones, Software ERP y Servicios para empresas de Distribución (Partner de acens) - Duration: 3:44.

For more infomation >> Axos Soluciones, Software ERP y Servicios para empresas de Distribución (Partner de acens) - Duration: 3:44.

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Vorteile von Datenanalyse mit GIS-Software: Expertenmeinungen - Duration: 1:08.

On the one hand, the advantage of GIS software for data analysis is

that we can involve the neighborhood. We do not look at

a property or a data cube alone, but we look at

properties of objects in the geographical space, in the market. In other words

we look at how things are interconnected

and how these objects and processes interact in an area.

That is the big advantage of Geographic Information System software,

that we can integrate this spatial dimension.

A geographic information system makes the

A geographic information system makes the

seen immediately and that is actually the most important aspect. It also offers

a wide range of analysis options, which are simply not available in Excel

and other evaluation tools.

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