
Introduction to Artificial Intelligence
What is AI and what can it do?
Artificial Intelligence has been in existence for decades. However, it is only in the last couple of years that we have seen a paradigm shift in the way businesses have started using AI to drive their processes. From chatbots that assist customers in service-related issues to robots that perform complex operations in industrial settings, AI is being used in almost every industry. That being said, the introduction of AI into a business ecosystem does not just mean that the technology will operate on its own. It is the business that needs to understand the types of AI that can be used and how they can be implemented in the right manner. After all, AI is only as good as the data fed to it. With the kind of growth that Tech giants like Google, Apple, and Amazon are experiencing, it's no surprise that many business owners want to implement some form of artificial intelligence in their business. That said, it is difficult to know where to start when it comes to implementing something that will have such a large impact on a business.
Introducing Machine Learning, a branch of Artificial Intelligence that is everywhere in the modern world.
What is machine learning?
"Machine learning" is a buzzword that makes most people's eyes glaze over. But what it really means is that you can now use computer programs to do things like recognize faces in pictures, predict the weather, or drive cars. AI is nothing new, but thanks to recent advancements in technology, it's becoming a lot more accessible to everyday developers. Machine Learning involves the development of computer programs that can access data and operate automatically through predictions and detections. This allows computer systems to adapt continuously to new situations and improve with experience.
What are the Different types of machine learning?
Machine Learning is itself complex, which is why it is divided into three sections, supervised learning, unsupervised learning, and reinforcement learning. Each section has a specific purpose and action within Machine Learning, utilizing certain types of data.
Supervised learning
A supervised learning process makes use of known data or labeled data, so the learning is supervised, i.e., directed toward a successful outcome. Some algorithm currently used for supervised learning are;
· Polynomial regression
· Random forest
· Linear regression
· Logistic regression
Unsupervised learning
In unsupervised machine learning, unlabeled data can be used. In this way, human labor is not necessary to make the dataset machine-readable, meaning the program can handle larger datasets. As supervised learning is concerned, the labels are used by the algorithm to discover the nature of the relationship between two data points. In contrast, unsupervised learning does not have labels on which to work, so it creates hidden structures. A dynamic change in hidden structures can be used to adapt unsupervised learning algorithms to the data instead of a fixed problem statement. Compared to supervised learning algorithms, this provides more opportunities for post-deployment development.
Reinforcement learning
This directly draws inspiration from the way human beings learn from data in their daily lives. Reinforcement learning takes advantage of the psychological principle of conditioning by introducing the algorithm into a work environment with an interpreter and a reward system. It is the interpreter who decides whether or not the outcome is favorable at the end of every cycle of the algorithm.
WHY IS IT IMPORTANT?
In the tech industry, it is essential to have a good understanding of artificial intelligence and machine learning. Working knowledge of AI is necessary to stay relevant in today's dynamic technology world, considering that it is pervasive. A new trend in artificial intelligence development has reached a midpoint in the adoption curve for corporations thanks to cloud platforms and the exponential expansion of the field. This makes AI an attractive career opportunity for those with the capability and experience to take it up. Because this field combines computer science, statistics, and logical thinking, it offers a wealth of opportunities for new entrants. There are a variety of positions available for aspirants across sectors, including data scientists, machine learning engineers, and AI developers.
378 Comments
AlvaroBrene, Jun 07, 2023
Sms_Forgo, Jun 06, 2023
Plinko_Wen, Jun 05, 2023
Valentin, May 31, 2023
Sad_Wen, May 28, 2023
Sad_Wen, May 28, 2023
Kev_Tarma, May 27, 2023
AnthonyMar, May 23, 2023
Andy_Wen, May 22, 2023
Andy_Wen, May 21, 2023
wcdeslzbhk, May 20, 2023
rntdbbtlnm, May 20, 2023
ldfnbsbimf, May 20, 2023
sglvbvjq, May 20, 2023
Christel, May 19, 2023
Myles, May 19, 2023
Tamika, May 19, 2023
Zane, May 19, 2023
Quentin, May 18, 2023
Deloris, May 18, 2023
lyyvnhqnml, May 18, 2023
Benjamin, May 18, 2023
Aracely, May 18, 2023
ylhxjqoq, May 18, 2023
qqcgkmffgn, May 18, 2023
tmzzrhhqe, May 17, 2023
Andy_Wen, May 17, 2023
Lara, May 17, 2023
Marcella, May 17, 2023
Josephine, May 16, 2023
yobtzkqmv, May 16, 2023
Hong, May 16, 2023
qdmgiigmj, May 16, 2023
egnljlnjpt, May 16, 2023
xlkhpfijx, May 16, 2023
Bev, May 16, 2023
Orlando, May 16, 2023
Elmerrop, May 16, 2023
ohktnkdhjy, May 16, 2023
sxldehohrt, May 15, 2023
ftkxehrmvm, May 15, 2023
lkttjyismy, May 15, 2023
vsllyczpdq, May 15, 2023
altay_Net, May 14, 2023
tkpgfjiy, May 14, 2023
nynbprqh, May 13, 2023
jqzrsdtqtn, May 13, 2023
Andy_Wen, May 13, 2023
DavidNet, May 12, 2023
bdzwwkwzci, May 12, 2023
MeniWen, May 12, 2023
gyynwobt, May 11, 2023
yjnremsdc, May 11, 2023
xfbfjnpyhp, May 11, 2023
hchibbzd, May 10, 2023
DavidNet, May 10, 2023
woyhqmszew, May 10, 2023
Princess, May 09, 2023
pbwqokif, May 08, 2023
lwxpxvfdpf, May 08, 2023
nfemvmiyhh, May 08, 2023
fdrtfmfoz, May 07, 2023
Kev_Tarma, May 06, 2023
Perrybok, May 06, 2023
bsnbxgxdjl, May 06, 2023
Kev_Tarma, May 06, 2023
pzplcwml, May 05, 2023
Perrybok, May 05, 2023
gvxgcpzrb, May 05, 2023
fxonnoiqkp, May 05, 2023
spsssojn, May 04, 2023
sgnwznzx, May 04, 2023
mzbzjyqnjy, May 04, 2023
yglycsxjzy, May 03, 2023
fxmntwcnqd, May 03, 2023
wmoqmtcni, May 03, 2023
Miya_Tarma, May 02, 2023
ktgkkfsne, May 02, 2023
lctqxtvsrd, May 02, 2023
Mia, May 01, 2023
Christopher, May 01, 2023
mbvgxfgfj, Apr 30, 2023
Hulda, Apr 29, 2023
Laurinda, Apr 29, 2023
ritmfczece, Apr 28, 2023
twozsbcoex, Apr 28, 2023
wfxotgwpef, Apr 27, 2023
mydnsytnv, Apr 27, 2023
xfjmbjpwf, Apr 27, 2023
Kev_Tarma, Apr 27, 2023
mfjimff, Apr 27, 2023
fgfznvsi, Apr 27, 2023
itwqwxnnkl, Apr 27, 2023
Kev_Tarma, Apr 26, 2023
Andy_Wen, Apr 26, 2023
Marquis, Apr 26, 2023
Norine, Apr 26, 2023
zmdbsvxz, Apr 26, 2023
mdktsfvlf, Apr 26, 2023
Kev_Tarma, Apr 26, 2023
Kev_Tarma, Apr 26, 2023
cvfqoqswz, Apr 25, 2023
ilotvxtpt, Apr 25, 2023
Kev_Tarma, Apr 25, 2023
Andy_Wen, Apr 25, 2023
Kev_Tarma, Apr 24, 2023
Kev_Tarma, Apr 24, 2023
Kev_Tarma, Apr 24, 2023
xgcrxstllv, Apr 24, 2023
Kev_Tarma, Apr 23, 2023
ovvwqyzpx, Apr 23, 2023
vitmgfvgds, Apr 23, 2023
Kev_Tarma, Apr 23, 2023
Kev_Tarma, Apr 23, 2023
Kev_Tarma, Apr 23, 2023
Kev_Tarma, Apr 22, 2023
Kev_Tarma, Apr 22, 2023
ejslfrhfoy, Apr 22, 2023
ciqbrvzcs, Apr 22, 2023
qmblmicb, Apr 21, 2023
Andy_Wen, Apr 21, 2023
sbyyjztoer, Apr 21, 2023
Andy_Wen, Apr 20, 2023
DenWen, Apr 20, 2023
Andy_Wen, Apr 20, 2023
dkdzeyobih, Apr 20, 2023
wfhwjgcem, Apr 20, 2023
bxtobxdm, Apr 19, 2023
qyfwzonsdv, Apr 19, 2023
DenWen, Apr 19, 2023
Andy_Wen, Apr 19, 2023
picfcfjwbp, Apr 19, 2023
vlptqedmwd, Apr 19, 2023
Kev_Tarma, Apr 17, 2023
xlgyrxmeqc, Apr 17, 2023
ykekrneppr, Apr 16, 2023
nkdzysloh, Apr 15, 2023
KiraWen, Apr 14, 2023
dfdrgxyqgh, Apr 14, 2023
vlxxolgzy, Apr 14, 2023
nrylinpcyn, Apr 13, 2023
rjigggyo, Apr 13, 2023
bffzylqz, Apr 13, 2023
ZAP, Apr 13, 2023
cyirzvxzg, Apr 13, 2023
fwfityh, Apr 12, 2023
rzxnqlxh, Apr 12, 2023
noetxyvmj, Apr 11, 2023
Moshe, Apr 11, 2023
cqsdqlbtft, Apr 11, 2023
Doris, Apr 10, 2023
vhohnwfktw, Apr 10, 2023
wghwccsjnq, Apr 10, 2023
zmwxczqehs, Apr 09, 2023
Kazuko, Apr 09, 2023
yxnmjwfexo, Apr 09, 2023
dikrefrwg, Apr 09, 2023
otmrccpqkx, Apr 08, 2023
fzwjjbfrg, Apr 08, 2023
Kev_Tarma, Apr 08, 2023
lsizgllnxn, Apr 07, 2023
xmzlbxexv, Apr 07, 2023
fwqkerfmvt, Apr 07, 2023
yjqfwmtov, Apr 07, 2023
cgdczqjqix, Apr 07, 2023
Kev_Tarma, Apr 06, 2023
shpxvfcxb, Apr 06, 2023
mokgqnchxi, Apr 06, 2023
krcdrfpyk, Apr 06, 2023
kifrhxnlo, Apr 06, 2023
dvqbnzpob, Apr 06, 2023
zkgecidlw, Apr 06, 2023
krkjivyce, Apr 06, 2023
KiraWen, Apr 06, 2023
ixdtltlrzn, Apr 05, 2023
xptzbnszl, Apr 04, 2023
Mikii_Wen, Apr 04, 2023
Bethany, Apr 04, 2023
Mikii_Wen, Apr 03, 2023
Miya_Tarma, Apr 03, 2023
Mikii_Wen, Apr 03, 2023
Miya_Tarma, Apr 02, 2023
Mikii_Wen, Apr 02, 2023
Miya_Tarma, Apr 02, 2023
Mikii_Wen, Apr 01, 2023
Mikii_Wen, Apr 01, 2023
Mikii_Wen, Mar 31, 2023
Mikii_Wen, Mar 30, 2023
Miya_Tarma, Mar 30, 2023
Miya_Tarma, Mar 30, 2023
Miya_Tarma, Mar 29, 2023
Mikii_Wen, Mar 29, 2023
Mikii_Wen, Mar 28, 2023
Miya_Tarma, Mar 27, 2023
Miya_Tarma, Mar 26, 2023
KiraWen, Mar 25, 2023
Mikii_Wen, Mar 25, 2023
Miya_Tarma, Mar 25, 2023
Mikii_Wen, Mar 24, 2023
Miya_Tarma, Mar 24, 2023
Mikii_Wen, Mar 23, 2023
Miya_Tarma, Mar 23, 2023
KiraWen, Mar 22, 2023
Mikii_Wen, Mar 21, 2023
Mikii_Wen, Mar 21, 2023
Miya_Tarma, Mar 21, 2023
Mikii_Wen, Mar 20, 2023
Miya_Tarma, Mar 20, 2023
Mikii_Wen, Mar 20, 2023
Miya_Tarma, Mar 20, 2023
Miya_Tarma, Mar 19, 2023
Miya_Tarma, Mar 18, 2023
Mikii_Wen, Mar 18, 2023
Aundrea, Mar 17, 2023
KiraWen, Mar 17, 2023
KiraWen, Mar 17, 2023
KiraWen, Mar 16, 2023
Mikii_Wen, Mar 16, 2023
Mikii_Wen, Mar 15, 2023
Mikii_Wen, Mar 15, 2023
Mikii_Wen, Mar 14, 2023
KiraWen, Mar 14, 2023
Mikii_Wen, Mar 14, 2023
KiraWen, Mar 13, 2023
Mikii_Wen, Mar 13, 2023
KiraWen, Mar 13, 2023
Mikii_Wen, Mar 13, 2023
KiraWen, Mar 12, 2023
Mikii_Wen, Mar 12, 2023
Karen, Mar 12, 2023
Mikii_Wen, Mar 11, 2023
Mikii_Wen, Mar 10, 2023
Mikii_Wen, Mar 10, 2023
KiraWen, Mar 10, 2023
Emil, Mar 05, 2023
Kev_Tarma, Mar 04, 2023
Kev_Tarma, Mar 03, 2023
Jens, Mar 02, 2023
Elvis, Feb 26, 2023
Kenny_Tarma, Feb 26, 2023
NikiWen, Feb 25, 2023
Kenny_Tarma, Feb 25, 2023
Alexandria, Feb 25, 2023
Kev_Tarma, Feb 25, 2023
Sherlene, Feb 25, 2023
Kev_Tarma, Feb 24, 2023
Kenny_Tarma, Feb 23, 2023
Bertha, Feb 23, 2023
Milo_Wen, Feb 22, 2023
Kenny_Tarma, Feb 22, 2023
Ina, Feb 21, 2023
NikiWen, Feb 21, 2023
NikiWen, Feb 20, 2023
Manie, Feb 20, 2023
NikiWen, Feb 20, 2023
Milo_Wen, Feb 19, 2023
Ashli, Feb 19, 2023
Megan_Tarma, Feb 19, 2023
Annett, Feb 18, 2023
Grazyna, Feb 17, 2023
NikiWen, Feb 15, 2023
NikiWen, Feb 15, 2023
MistyWen, Feb 11, 2023
MistyWen, Feb 10, 2023
gorgeanalyn, Feb 06, 2023
gorgeanalyn, Feb 06, 2023
NickTarma, Jan 31, 2023
NickTarma, Jan 30, 2023
1win_Tarma, Jan 26, 2023
1win_Tarma, Jan 26, 2023
1win_Wen, Jan 25, 2023
Casino_Tarma, Jan 14, 2023
Casino_Tarma, Jan 11, 2023
Casino_Tarma, Jan 09, 2023
Oplata-leafe, Jan 08, 2023
Oplata-leafe, Jan 07, 2023
GariTarma, Jan 02, 2023
GariTarma, Jan 01, 2023
GariTarma, Dec 31, 2022
GariTarma, Dec 30, 2022
GariTarma, Dec 29, 2022
Oplatit_Wen, Dec 29, 2022
Oplata_Wen, Dec 26, 2022
service_leafe, Dec 15, 2022
service_leafe, Dec 15, 2022
RemontTarma, Dec 12, 2022
JosephTarma, Dec 09, 2022
JosephTarma, Dec 08, 2022
JosephTarma, Dec 07, 2022
JosephTarma, Dec 04, 2022
JosephTarma, Dec 03, 2022
JosephTarma, Dec 02, 2022
JosephTarma, Dec 01, 2022
JosephTarma, Dec 01, 2022
Geraldleafe, Nov 30, 2022
Geraldleafe, Nov 29, 2022
JosephTarma, Nov 29, 2022
Geraldleafe, Nov 29, 2022
JamesPainc, Nov 27, 2022
JosephTarma, Nov 25, 2022
JosephTarma, Nov 25, 2022
JamesPainc, Nov 24, 2022
JamesPainc, Nov 23, 2022
JesusHon, Nov 22, 2022
JesusHon, Nov 21, 2022
JesusHon, Nov 20, 2022
JesusHon, Nov 19, 2022
JesusHon, Nov 18, 2022
ViyKSWS, Nov 17, 2022
ejoipeiduoti, Oct 25, 2022
evanotuw, Oct 25, 2022
FrankNeata, Sep 29, 2022
FrankNeata, Sep 29, 2022
FrankNeata, Sep 28, 2022
FrankNeata, Sep 28, 2022
DonaldBethy, Sep 28, 2022
Arturokar, Sep 26, 2022
Timothysmela, Sep 21, 2022
Timothysmela, Sep 21, 2022
Timothysmela, Sep 21, 2022
Timothysmela, Sep 21, 2022
Jasonshiem, Sep 16, 2022
Jasonshiem, Sep 16, 2022
Jasonshiem, Sep 16, 2022
Jasonshiem, Sep 16, 2022
Jasonshiem, Sep 16, 2022
Jasonshiem, Sep 16, 2022
Jasonshiem, Sep 16, 2022
Jasonshiem, Sep 15, 2022
Jasonshiem, Sep 15, 2022
Jasonshiem, Sep 15, 2022
Jasonshiem, Sep 15, 2022
RobertArtig, Sep 13, 2022
RobertArtig, Sep 13, 2022
RobertArtig, Sep 13, 2022
JamesSom, Sep 13, 2022
JamesSom, Sep 13, 2022
JamesSom, Sep 12, 2022
JamesSom, Sep 12, 2022
Rudolphmow, Sep 11, 2022
Robertdef, Sep 11, 2022
JesseCerce, Sep 11, 2022
JamesSom, Sep 11, 2022
JamesSom, Sep 11, 2022
JamesSom, Sep 10, 2022
JamesSom, Sep 10, 2022
JamesSom, Sep 10, 2022
JamesSom, Sep 10, 2022
JamesSom, Sep 10, 2022
JamesSom, Sep 10, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 09, 2022
JamesSom, Sep 08, 2022
JamesSom, Sep 08, 2022
JamesSom, Sep 08, 2022
JamesSom, Sep 08, 2022
JamesSom, Sep 08, 2022