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4 Maindasitiri Achishandisa Predictive Analytics: Sayenzi Yokusingaperi Mhindu!

Kufanotaura Ongororo ndiko hunyanzvi hwekutsvaga mapatani mune makuru data seti. Iyo data inogona kubva kune yakapfuura kana iripo, uye kushandisa zvishandiso zve predictive analytics, mafambiro emangwana anogona kufungidzirwa. Dhata chinhu chakakosha uye kuburikidza predictive analytics, iyi data inoshanduka kuita nzwisiso. Nekuona kukosha kwevatengi kune chimwe chigadzirwa, zano, mutemo kana sevhisi, chigaro chinogona kuedza kuzviita zvirinani nekugadzirisa shanduko dzinodiwa zvichibva pakudiwa kwazvino uye mukana wehuwandu hwebudiriro yaro mune ramangwana. Maindasitiri makuru akaita seHealthcare, E-commerce, Banking neMari uye Kufamba ari kugamuchira iyi nzira kuti awedzere purofiti yayo uye kutanga hukama huri nani nevatengi vayo.

1 E-commerce

Kufanotaura Ongororo muE-commerce inoshandiswa nevatengesi vepamhepo kuverenga pfungwa dzevatengi. Nekuwedzera kwemakwikwi, zvave zvakafanira kuziva matekiniki epanguva ino ekukwezva vatengi uye nekuvapa ruzivo rwakanakisa. Semuenzaniso, Flipkart iri kushanda purojekiti kuti ione mashandisirwo emashandisirwo ekuona iyo nhanho yemushandisi uye kuigadzirisa nenzira kwayo. "Kana tichikwanisa kuona huwandu hwekushushikana, tinogona kuzvitungamira nenzira yedu kune vanhu vakasarudzwa vane hunyanzvi mukugadzirisa mamiriro ezvinhu aya," akadaro Amod Malviya, Flipkart mukuru wezve tekinoroji.

a. Kuwanda Kwekutengesa

Algorithmic tekinoroji uye AI mukati e-zvokutengeserana iri kuwedzera kutengeswa nekubatsira kukwidziridza mitengo, kutarisira kudiwa uye kunzwisisa maitiro evatengi. Kufanofungidzira kuongororwa kunotsigira chaiyo-nguva mitengo iyo inochinjiswa zvinoenderana- Nhoroondo yekutenga, mutengo uyo mukwikwidzi ari kupa, mutengo munguva yakapfuura, zvaunofarira, nezvimwe.

b. Yakasarudzika Chiitiko

Vatengesi giants vanoongorora huwandu hwakawanda hwe data kuti vape chiitiko chakasarudzika kune vatengi. Amazon inovavarira kushambadzira nekurumbidza zvigadzirwa izvo vatengi vangangotenga. Nekushandisa matekinoroji akaita semapikiseli anogona kupa zvaunotenga usati watenga. Inoshandisa mukana wezano, semuenzaniso, kana iwe ukatenga chimwe chigadzirwa, inounza mazano ezve zvigadzirwa zvakatengwa nevanhu vakatenga chigadzirwa chimwe chete sezvauri kutenga. Iyi nzira yakavabatsira kuti vawedzere mari yavo kusvika 30% pagore.

c. Nzwisisa Kukwikwidzana

Through predictive analytics mune ecommerce, ivo vatengesi vanokwanisa kunzwisisa kukwikwidza kwechigadzirwa. Maitiro senge - ndechipi chigadzirwa chiri kutengesa nekupa purofiti hombe, ndechipi chigadzirwa chinoda kumiswa, panzvimbo yacho chinonyanya kudiwa, panguva ipi yemwedzi kana mwaka inowanzo kutengwa, vanhu rudzii vari kuitenga, nezvimwe zvinogona tsunga kushandisa chishandiso ichi. Nekudaro, vatengesi vanogona kutarisira kudiwa pamberi pekuda, kudzikisira mikana yekurasa tarisiro kune vanokwikwidza nekuda kwekushomeka kwekupa.

Dhawunorodha mahara eBook kuti unzwisise mashandisiro ekushandisa matekinoroji emazuva ano kusimudzira kugona kwebhizinesi rako repamhepo

2. Nezveutano

Kufanotaura analytics is changing healthcare industry for the better and is bridging the gap between patient and the doctor. It helps the doctor in deciphering what will exactly work for the patient. The global healthcare analytics market is expected to reach USD 24.55 Bhiriyoni na2021 kubva kuUS $ 7.39 Bhiriyoni muna2016, paCAGR ye27.1% panguva yekufanotaura. Kufanotaura analytics can bring on the urgent reforms which the healthcare industry needs the most today.

a. Inochengetedza Budget

Sekureva kweNational Academy yeMishonga, iyo United States hutano hwehutano hunoshandisa $ 750 bhiriyoni on unnecessary services. Predictive analysis can reduce the wastage of money by analyzing the areas that need money to be spent on and the likelihood of the particular patient being subjected to a particular kind of disease. Kufanotaura analytics in healthcare can save up to 15% yebhajeti yayo.

b. Inowedzera Kururamisa kweKuziva

Vanachiremba vanogona kushandisa anofungidzira algorithms semubatsiro pakuita yakanyatsojeka kuongororwa. Inogona kubatsira mukupa kwakanangwa kurapwa sekuti vanachiremba vaizoziva izvo zvinoshanda kune mumwe murwere.

c. Kudzivirira kuri nani pane Mushonga

Inonyanya kushanda mumunda weGenomics. Nekuongorora kubata kwemurwere kune chimwe chirwere uye nekukurudzira shanduko yemararamiro zvisati zvaitika, kusagadzikana kune chimwe chirwere kunogona kuderedzwa. Panzvimbo pekumirira kurwara, mumwe anogona kungozvidzivirira nekufungidzira mukana wacho. Semuyenzaniso, CancerIQ tizvishandise predictive analytics to predict, preempt and prevent adverse outcomes of cancer.

Ziva mashandiro anoita Matekinoroji Emazuva Ano nezveutano Dhawunirodha Mahara eBook.

3. Kubhengi neMari

Kupa iyo yakawandisa huwandu hwe data kubhengi uye zvemari sector has, Kufanotaura Ongororo in Banking and Finance sector can offer a great array of opportunities for financial institutions to make better investments, policies, mitigate the risk involved and achieve greater returns.

a. Inoderedza Njodzi uye Kubiridzira

Cyber security is one of the major concerns. Through Kufanotaura Ongororo, the vulnerabilities in the network can be detected. Banking and Finance sector has resolved to Kufanotaura Ongororo to minimize the network breaches and protect their valuable information. For example, PayPal ari kushandisa Kufanotaura Ongororo from a long time to protect their clients from fraudulent users. It analyses the historical payment data, and then through build machine learning algorithms, inoongorora yega yekutenga kwezviitiko zvingangoitika zvekubiridzira.

b. Zviri nani Sarudzo

The Financial sector is able to make more informed decisions through Kufanotaura Ongororo. For eg, JPMorgan Chase uses guru Data Analytics kuti unzwisise kuti maitiro evatengi anokanganisa sei hupfumi hweUS. Sekureva kwaDiana Farrel, CEO weJPMorgan Chase Institute, kune mibvunzo yakawanda iyo tekinoroji iyi inogona kupa nzwisiso. Anoti, "Nemhando iyi yekuongorora, sangano richakwanisa kupindura mibvunzo kubatsira vagadziri vemitemo kuita sarudzo dzakadzama."

c. 360-Degree Mutengi Kuona

Kufanotaura Ongororo can help in understanding the likelihood of the customer’s response towards a new marketing offer, service or policy. It helps in understanding the risk profile of the customer and provides an insight into the debt collection and recovery models for profitability. Thus, it gives a prediction regarding the behavior of the customer and his lifetime value.

Banking neMari zviri kuchinja sei neazvino matekinoroji:

4. Kufamba uye Kugamuchira Vaeni 

Kufanotaura Ongororo in travel industry is making it easier to direct more targeted campaigns and win customers by anticipating their travel needs.

a. Uchishandisa Social Media kuti unzwisise mutengi

Through the evanhu vezvenhau analysis, the interests of the people and where would they like to go and the amount of money they might spend can be estimated. It helps in predicting the kind of hotels or airlines a particular set of people would prefer. This increases the likelihood of a person opting for the recommended suggestion, consequently increasing the revenue. For eg, if the millennials in India usually get excited about trips to Andaman or Ladakh (which can be inferred from their social posts), the travel agencies can customize their packages accordingly and offer it in a period when they are most likely to have holidays.

b. Kugadziriswa Kwemutengo

Dhata iri nani yakonzera kufungidzira kuri nani, ichipa mutengo unoshanduka. Pfungwa yekutenga mitengo yakavhurika zvakare. Iko kutonga kwekuti wedzera mutengo, kuudzikisa kana kuubata kunova pachena nekufungidzira kudiwa. Izvi zvinobatsira pakuenzanisa mutengo pamwe neyemutengi bhajeti uye zvinounza mutengi-centric kushambadzira mukuita.

c. Dhata Kuunganidzwa kweKukurumidza Sarudzo-Kugadzira

Izvo zvinobatsira mukudyira kune ramangwana chinodikanwa chevatengi uye mukunangisa imwe seti yevatengi mune imwe nguva, ndiko kuti, vatengi chaivo panguva yakakodzera. Vashandi vepahotera vanogona kuziviswa zvisati zvaitika kuti vagadzirire mukati memazuva apo vanogona kunge vari kutarisira kuwanda kwevashanyi.

Zviri sei travel industry leveraging modern technologies for improving its business efficiency:

This is how the major industries like Healthcare, BFSI, E-commerce, Travel and Hospitality are using Kufanotaura Ongororo to boost up their sales and services. We at NewGenApps provide a great expertise on Kufanotaura Ongororo. If you want to know how Kufanotaura analytics can help your business, we are here to help you.

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