Yuav Ua Li Cas Ua LA Makerspace Hands-on AI Rhiav: 10 Cov Kauj Ruam (nrog Duab)

2024 Tus sau: John Day | [email protected]. Kawg hloov kho: 2024-01-30 09:28

Ntawm qhov tsis muaj txiaj ntsig LA Makerspace, peb tsom mus rau kev qhia muaj txiaj ntsig txhais tes-ntawm STEAM kev kawm txhawm rau txhawb rau cov neeg tiam tom ntej, tshwj xeeb tshaj yog cov uas tsis muaj tus sawv cev thiab tsis muaj peev txheej, kom muaj lub zog tsim khoom, hloov pauv thiab tsav tsheb tag kis. Peb ua qhov no feem ntau los ntawm cov tsev qiv ntawv pej xeem txaus. Los ntawm Scratch coding rau kev tsim cov neeg hlau rau e-textiles, peb txhim kho thiab xa tawm cov ntawv qhia dawb thiab cov chav kawm zoo los pab txhawb kev txhawb nqa rau lwm tiam. Thov txheeb xyuas peb ntawm lamakerspace.org kom paub ntau ntxiv thiab txhawb nqa txoj haujlwm zoo.

Peb tsim qhov haujlwm tshwj xeeb kev txawj ntse no vim tias hauv 10 xyoo, hnub nyoog 12 xyoos no yuav tau teb cov lus nug thiab txhim kho kev daws teeb meem thiab cov hauv kev uas peb tsuas yog pib nkag siab. Hands-On AI, nrog rau lwm qhov kev lom zem (thiab pheej yig) LA Makerspace tes ua haujlwm, sim ua kom tshem tawm thiab ua kom yooj yim qee qhov ntawm cov tswv yim, cov lus nug thiab lub luag haujlwm nyob ib puag ncig thaj chaw no. Cov no tsuas yog noob. Tab sis peb txhua tus paub tias cov noob ua dab tsi:)

Phau ntawv qhia no thiab cov ntsiab lus vis dis aus tau tsim nrog cov kws qhia ntawv thiab cov thawj coj ua haujlwm hauv siab, tab sis cov haujlwm tuaj yeem hloov kho rau txhua pawg me me los ntawm kev ntxiv lossis tshem tawm ntau qhov ntawm kev tawm dag zog. Koj tseem tuaj yeem ua nws tom tsev ua haujlwm hauv tsev neeg! Peb tau tshaj tawm qhov no raws li Creative Commons Attribution 4.0 Daim Ntawv Tso Cai Thoob Ntiaj Teb kom koj tuaj yeem siv dawb, ua kom zoo dua, remix, qhia tawm thiab ntau ntxiv. Thiab tshwj xeeb ua tsaug rau txhua tus phooj ywg uas tau pab coj qhov no los rau lub neej!

Ua tsaug thiab muaj kev lom zem, Malik Ducard

LA Makerspace Board Thawj Tswj Hwm

Kauj Ruam 1: Koj Yog Rad

Ua tsaug ntau ntau rau qhov txaus thiab pab tib neeg kawm paub ntau ntxiv txog A. I.! Tsis tau qhia dab tsi ua ntej? Tsis tas yuav txhawj. Nws yog qhov tseeb yuav tsis nyuab dua li qhia qhov tso dag tso dag thiab hu bingo!

ETA: Koj puas xav pom Kev Tshawb Fawb Txog Tes AI ntawm cov xov xwm? Ntawm no peb nyob ntawm KTLA

Kauj ruam 2: Txheej txheem cej luam

Cov vis dis aus saum toj no piav qhia txog txoj haujlwm ua haujlwm li cas. Thov saib nws (nws tsuas yog 3.5 feeb ntev) thiab tom qab ntawv nyeem txuas ntxiv. Nws yuav ua tej yam LOT ntau meej dua.

Tsis mob heev, saib nws

OK li koj pom - nws yooj yim!

Hauv cov kauj ruam tom ntej, peb yuav muab cov lus qhia ib qib zuj zus rau yuav ua li cas thiaj li ua tau txoj haujlwm, tab sis kuj tseem yog qhov yuav tsum ua thiab hais kom coj koj lub rooj cob qhia.

Cov no yog ib feem ntawm qhov kev cob qhia:

1. Npaj cov ntaub ntawv
2. Qhia lub ntsiab lus
3. Ua Si Game Ib: "Coding Secret"
4. Tsim "Cov Qauv Qauv"
5. Ua Si Game Ob: "AI Showdown"
6. Qoob loo

Kauj Ruam 3: Cov Khoom Qhia

Rau qhov kev cob qhia no, koj yuav xav tau:

1. Ib 5x6 lub thawv qe rau ib tus neeg lossis pab pawg uas yuav koom nrog. Koj tuaj yeem tau txais cov no los ntawm Josh's Qav rau $ 0.40 - $ 0.20 txhua qhov nyob ntawm seb koj xaj ntau npaum li cas. Yog tias koj nkees siv lawv li lub khoos phis tawj koj tuaj yeem tsa kab laum nyob ntawd thiab.
2. Koj yuav xav tau qee yam los txiav lub thawv ntawv nrog. Cov mis nyuj tuaj pwm tsis yooj yim kom dhau los, thiab qhov no yuav tsum tsis txhob ua los ntawm cov menyuam. Siv daim ntawv txiav los yog raug mob.
3. Sponges, siv los ua "cov khoom" ntawm cov ntaub ntawv los tsim kho lub khoos phis tawj. Tsuas yog cov sponges cellulose tsis tu ncua los ntawm lub khw 99c, tsis muaj txheej txheej nplaim ntsuab lossis tsis meej. Ntawm Dollar Tsob Ntoo lawv hu lawv ua Scrub Buddies pom. ?
4. Cov tshuaj ntxhua khaub ncaws, siv los tsim "hinges" ntawm cov khoos phis tawj.
5. Ib qho cim cim rau lub hnab ntim rau ntawm lub thawv ntawv qe.
6. Cov ntawv dawb paug ntawm 8 1/2 "x 11" ntawv, ib leeg rau txhua tus neeg lossis pab pawg.
7. Txaus luam tawm ntawm Daim Ntawv Qhia Tes-rau AI rau txhua tus.
8. Ib tug phooj ywg los pab koj thaum lub rooj cob qhia, yog ua tau. Cov neeg ua haujlwm los ntawm pab pawg kuj tseem tuaj yeem pab tau, tab sis ib tus neeg mus dhau qhov kev cob qhia ua ntej ua ntej thiab pab pawg nrog koj nyob rau hnub ntawd zoo heev.

Kauj Ruam 4: Npaj "Computer" thiab "Bit"

1. Txiav cov sponges rau hauv me me cubes. Cov no yuav yog "khoom" ntawm cov ntaub ntawv hauv computer.
2. Sau txhua lub hnab tshos ntawm lub thawv ntawv qe los ntawm 1 txog 30. Koj yuav xav ua qhov no kom cov lej ua kab ncaj tom qab koj txiav nws thiab ncab nws tawm. Daim duab no qhia yuav ua li cas.

3. Ua ib lub qhov hauv qab ntawm txhua lub hnab tshos uas cov sponges tuaj yeem nyem los ntawm, tab sis tsis poob los ntawm.

   • Peb tau pom ib lub qhov me me ntawm qhov ncaj ntawm ib sab hauv qab ntawm lub hnab tshos yog qhov zoo.
   • Stabbing nws nrog tus cwj mem ua haujlwm los ua lub qhov. Nws tsis tas yuav muaj cov ntug huv.
4. Txiav lub qe thawv rau hauv 5 kab ntawm 6 lub hnab ris.

5. Siv cov tshuaj ntxhua khaub ncaws los tsim "hinges" koj yuav siv tso cai rau lub khoos phis tawj nthuav tawm rau hauv kab, tom qab ntawd muab rov qab rau hauv kab sib chaws. Koj xav kom khawb ob lub qhov hauv lub hnab uas nyob ib sab ntawm ib sab ntawm lub pob khawm thiab tom qab ntawd txuas nrog ib nrab ntawm cov kav dej huv, tawm hauv lub voj loj rau kab kom tig.

   • Yog tias koj ua nws raug koj yuav tuaj yeem qhib thiab kaw lub thawv ntawv zoo li lub qhov rooj.
   • Peb pom qhov no los ntawm kev ua nws tsis raug ua ntej.
6. Siv cov ntawv nplaum los ua kom nws ruaj khov hauv ob txoj haujlwm.
7. Ua qhov no txog 20 zaug, ib qho rau txhua tus neeg lossis pab pawg koom nrog hauv koj lub rooj cob qhia. Vam tias koj muaj phooj ywg thiab/lossis pizza nrog koj los pab.
8. Sau koj daim ntawv dawb paug thiab luam tawm daim ntawv theej ntawm daim ntawv rau txhua tus.

[Yog, qhov no yog daim ntawv ua haujlwm zoo ib yam li hauv qib ua ntej. Tsis xav kom koj xav tsis thoob tias nws nyob qhov twg thaum koj tsis tau pom dua zaum kawg.]

Kauj Ruam 5: Npaj Koj Lub Siab Xav

Koj tus kheej txoj kev xav yog ib yam uas yuav pab tau tshaj plaws uas koj tuaj yeem npaj tau! Nov yog Maker Rhiav, thiab ib lub hom phiaj tseem ceeb yog los pab cov koom nrog tsim Maker kev xav thiab tus kheej, nrog rau kawm paub txuj ci tshiab. Los ntawm txoj kev koj nthuav qhia cov ntaub ntawv thiab cuam tshuam nrog tib neeg thaum lub rooj cob qhia, koj tuaj yeem pab lawv ntseeg cov khoom hauv daim duab saum toj no hais txog lawv tus kheej. Cov yam ntxwv no yog lub hauv paus ntawm kev ntseeg siab, ua siab ntev, thiab muaj kev xyiv fab hauv peb tus kheej cov teeb meem kev daws teeb meem thiab kev muaj tswv yim.

Yog li, yam dab tsi los ceeb toom koj tus kheej thaum koj tab tom ua haujlwm, tshwj xeeb tshaj yog tias koj tsis muaj kev paub ntau?

Nov yog Maker Rhiav. Peb ua kev lom zem, nws yog kev ua si. Yog li ntawd, qhov no yog sijhawm ua si rau kuv ib yam - Kuv tsis tas yuav txhawj xeeb txog "ua tsis tau zoo txaus" lossis yam zoo li ntawd

Tsis muaj kev qhia lossis kev paub ua tus kws qhia ntawv - lossis txawm tias muaj kev tshaj lij tshwj xeeb - ua tau txhais tau tias kuv tuaj yeem pab tau ntau dua, tsis tsawg. Muaj "txoj cai" hauv chav hais tias, "Kuv tsis paub, tab sis cov no yog cov kauj ruam uas kuv ua kom pom," muab sijhawm rau tib neeg los xyaum ua cov txheej txheem ntawm kev kawm nws tus kheej, nrog rau cov txuj ci tshiab

Qhov kev lom zem ntau kuv muaj, kev lom zem ntau lwm tus yuav muaj ib yam

Kauj Ruam 6: Qhia Cov Ntsiab Lus

Tam sim no, koj npaj tau pib koj lub rooj cob qhia. Kom txhua tus tuaj hauv thiab zaum, tab sis tseem tsis tau muab cov khoom xa tawm mus. Peb pom qhov no yuav cuam tshuam rau txhua tus neeg nrog saib cov khoom siv thiab tsis ua raws li cov khoom siv qhia. Nov yog yam peb pom zoo kom koj hais los qhia lub ncauj lus (hauv koj tus kheej cov lus):

Koj: Zoo Siab Txais Tos Tuaj Rau Tes Haujlwm AI. Kuv xav paub-Puas muaj leej twg xav qhia kuv qhov kev tso dag los tsoo?

Feem ntau, koj yuav pom ntau txhais tes nce. Xaiv ob peb tus menyuam los qhia lawv cov lus tso dag, tom qab ntawd hais tias:

Koj: Kuv muaj ib tug. "Khob khob." [Leej twg nyob ntawd?] "Alec." [Alec leej twg?] "Alec … knock knock tso dag."

Yog, nws yog pob kws thiab koj yuav tsum dag me ntsis ntawm kev hais tawm ("Alec"/"Kuv nyiam"). Tab sis koj yuav mus piav qhia ntxiv:

Koj: Kuv tsis tau ua qhov kev tso dag ntawd, lossis nyeem nws nyob txhua qhov chaw. Nws yog thawj qhov kev tso dag uas luag tau tsim los ntawm lub khoos phis tawj. [Tau qhov twg los]

Txuas ntxiv mus piav qhia:

Lub khoos phis tawj uas ua rau qhov khob qhov quav tso dag yog A. I. "UA" sawv rau kev txawj ntse

Nug ua piv txwv ntawm AI lawv yuav tau hnov txog qhov uas twb muaj lawm hauv peb lub neej. Cia siab tias yuav hnov "Siri," "Alexa," "Echo," thiab lwm yam Yog tias lawv tsis tuaj, ntxiv: tsheb tsav tus kheej, ntsej muag lim ntawm Snapchat, Google Txhais Lus, lossis lwm yam piv txwv uas koj tuaj yeem paub

Tom qab ntawd, rhaub cov piv txwv no rau cov lus txhais yooj yim ntawm AI: lub khoos phis tawj uas tuaj yeem ua qee yam tib neeg tuaj yeem ua, xws li paub txog cov duab, nkag siab lus, lossis txiav txim siab, yam tsis muaj tib neeg qhia nws txhua kauj ruam ntawm yuav ua li cas

Tom ntej no, xa tawm "lub thawv ntawv computer," daim ntawv ua haujlwm thiab daim txhuam cev "khoom," thiab hais tias:

Koj: Hnub no, peb yuav nqa cov thawv ntawv no thiab qhia lawv kom paub cov tsiaj ntawv, ib yam li A. I. Tab sis, ua ntej peb tuaj yeem nkag siab li cas A. I. ua haujlwm, peb yuav tsum nkag siab tias computer lub tsev kawm ntawv qub ua haujlwm li cas.

Kauj Ruam 7: Ua Si Game Ib: Coding Tsis Pub Leej Twg Paub

Thaum txhua tus muaj lawv lub thawv qe, hais tias:

Koj: Yog li, cov khoos phis tawj qub hauv tsev kawm ntawv muaj lawv cov lus. Peb muab cov ntaub ntawv tso rau hauv computer lus rau lawv, thiab tom qab ntawd lawv ua cov ntaub ntawv, thiab hloov nws rov qab mus rau qee yam peb tuaj yeem nkag siab, xws li daim duab.

Koj: Yog tias koj saib ntawm daim ntawv ua haujlwm, koj pom ob yam sau ua lus computer, hauv thawj ob kab lus.

Koj: Qhov no puas zoo li txhua yam uas koj paub? Puas muaj leej twg ua cov lej zais ua ntej?

Tsis txhob poob siab yog tias ntau tus paub tias binary yog dab tsi lossis tsawg kawg tau hnov txog nws!

Koj: Hauv hom lus no, cov ntaub ntawv tau tawg mus rau qhov me me me ntsis ua tau. Niaj hnub no daim txhuam cev yuav dhau los ua qhov me me rau peb lub khoos phis tawj.

Tom ntej no, thov kom lawv nthuav tawm cov thawv ntawv los ntawm kab sib chaws mus rau kab ntev. Qhia lawv:

Koj: Txoj cai ntawm daim ntawv qhia koj paub pes tsawg tus sponges nkag mus rau hauv txhua lub hnab tshos, tsis muaj daim txhuam cev lossis ib daim txhuam cev. Vim li cas peb thiaj muaj 0s nyob ntawd, vim li cas peb thiaj tsis tso nws tseg? Nws yog vim hauv lub khoos phis tawj tiag, nws tsis siv sponges, nws siv hluav taws xob. Rau txhua qhov me ntsis ntawm cov ntaub ntawv, hluav taws xob tsis hais los yog tawm, 0 tawm, 1 tau nyob.

Hais kom chav kawm faib ua ob pawg, ib leeg ua haujlwm ntawm txhua kab ntawm txoj cai. Nco tseg: Nws yog ib qho tseem ceeb uas yuav tsum muaj cov lej sib npaug ntawm cov khoos phis tawj hauv txhua pab pawg. Qhov no tuaj yeem txhais tau tias ib tus neeg yuav tsum tau koom nrog, tab sis, lawv tseem yuav tau txais lub khoos phis tawj coj mus tsev thiab ua haujlwm nrog lawv tus kheej tom qab.

Koj: Tam sim no, koj yuav muab cov tshuaj txhuam hniav tso rau hauv koj lub computer lub hnab ris raws li cov lus qhia hauv kab lus. Koj yog coding!

Thaum cov menyuam tau ua tiav tso rau hauv lawv daim txhuam cev, tshaj tawm:

Koj: Tam sim no, peb yuav mus debug, uas yog ib feem tseem ceeb heev ntawm kev coding. Kuv yuav nyeem tawm cov cai rau txhua pab pawg thiab koj tuaj yeem tshawb xyuas koj lub khoos phis tawj ob zaug.

Nov yog ntu uas koj nyeem tawm ntawm txhua tus lej hauv hnab tshos thiab tus naj npawb ntawm sponges nws yuav tsum muaj, ib yam li hu bingo. ["Hnab tshos 1, tsis muaj daim txhuam cev! Hnab tshos 2, ib daim txhuam cev!" lwm yam]. Yog tias cov menyuam tau sib xyaw ua ke ntawm qhov muab tso rau hauv daim txhuam cev qhov haujlwm yuav tsis ua haujlwm, yog li ntawd yog vim li cas cov kauj ruam no tseem ceeb, txawm hais tias nws yog yam tsis txaus siab rau tus thawj coj. Cov menyuam nyiam nws.]

Koj: OK nws yog lub sijhawm rau lub computer los ua cov ntaub ntawv. Peb ua li ntawd los ntawm folding nws rov qab rau hauv daim phiaj.

Nug txhua pab pawg lawv pom dab tsi, thiab yog tias ua tau sau nws rau ntawm daim ntawv dawb, daim kab dam, daim ntawv loj loj thiab lwm yam. Pawg 1 yuav tsum pom tus "H" thiab Pawg 2 yuav tsum pom tus "I." Nug lawv dab tsi uas sau - "HI."

Koj: Lub computer hais Nyob Zoo rau peb! Nyob zoo computer!

Thiab pawg neeg mus qus.

Koj: Yog li ntawd yog lub khoos phis tawj hauv tsev kawm ntawv qub ua haujlwm li cas. Peb tau sau tus lej, thiab lub khoos phis tawj tau hloov nws mus rau hauv tsab ntawv uas peb tuaj yeem nkag siab. Qhov ntawd yog qhov uas ntaus ntawv. Thaum peb ntaus tus yuam sij lossis kov lub vijtsam nrog ib tsab ntawv ntawm nws, uas xa lub computer rau tus lej rau tus ntawv tshwj xeeb, thiab nws qhia nws ntawm lub vijtsam los ntawm kev tig lub pixels rau thiab tawm.

Koj: Tab sis, ua li cas yog tias peb xav kom khoos phis tawj nkag siab peb cov ntawv sau? Sawv daws sau ntawv sib txawv. Peb tsis tuaj yeem qhia lub khoos phis tawj kom paub tus lej tseeb rau txhua tus tib neeg txoj kev sau ntawv. Zoo, qhov ntawd yog qhov uas Artificial Intelligence los rau hauv. Peb tuaj yeem qhia A. I. khoos phis tawj yuav ua li cas thiaj paub tus ntawv sau sau txawm hais tias lawv tsis zoo ib yam nkaus.

Kauj Ruam 8: Tsim "Qauv Qauv"

Koj: Yog li AI ua li cas kawm tau yam? Ib yam nkaus li peb ua. Piv txwv. Peb yuav muab cov khoos phis tawj sau ua piv txwv ntawm cov ntawv sau sau.

Koj: Thiab qhov no yog qhov tseem ceeb heev kom paub txog A. I. Nws yog peb txoj haujlwm los qhia nws, peb muab nws piv txwv. Nws yog peb lub luag haujlwm los muab cov piv txwv uas raug, thiab qhov ntawd zoo.

Koj: Peb yuav ua qhov no tam sim no. Peb yuav coj ob tsab ntawv sib txawv, thiab tsim "tus qauv lub luag haujlwm" rau txhua tus, piv txwv zoo los ua raws.

Tam sim no hla daim ntawv dawb thiab cwjmem. Nug Pawg 1 sau tsab ntawv loj "A" ntawm txhua ntawm lawv cov ntawv, sim ua kom tiav cov ntawv ntau li ntau tau. Nug Pawg 2 sau tus ntawv "b" tib yam nkaus.

Tom qab ntawd, kom lawv tso daim ntawv hla lawv lub khoos phis tawj (hauv daim phiaj) thiab "taug qab" cov ntawv zoo li daim txhuam cev rau ntawm daim phiaj.

Tom ntej no, kom lawv nthuav tawm lawv lub khoos phis tawj rov qab rau hauv kab ntev.

Ib leeg ib leeg, kom lawv muab cov khoos phis tawj sib sau ua ke ib sab, thiab thawb cov sponges los ntawm ib sab saum toj mus rau hauv ib qho hauv qab no, txog thaum kawg, muaj ib lub computer nrog txhua tus sponges sau hauv nws, khaws cov ntaub ntawv ntawm lawv qhov kev tso kawm hauv cov hnab ris ntawm cov ua ntej.

Thaum kawg, nyeem tawm ntawm lub hnab ris thiab tus lej ntawm txhua "tus qauv" thiab kom cov menyuam luam lawv rau hauv lawv daim ntawv. Txhua tus neeg yuav tsum muaj cov ntaub ntawv los ntawm ob qho "A" thiab "b."

Thaum txhua qhov no tau tshwm sim - Lwm tus neeg laus yuav tsum kos tus "A" lossis "b" rau ntawm daim ntawv, thiab taug qab nws mus rau lwm lub khoos phis tawj, uas yuav tsum tau khaws cia tsis pub lwm tus paub.

Kauj Ruam 9: Ua Si Game Ob: A. I. Showdown

Kom cov neeg laus koom nrog nqa lawv Cov Ntawv Tsis Txaus Siab hauv kab ntawv ntev, yog li tsis muaj leej twg tuaj yeem pom daim ntawv yog dab tsi.

Koj: Thiab tam sim no - Peb muaj Ntawv Tsis Paub! Qhov no yog ib qho "A" lossis "b", thiab peb yuav siv peb Tus Qauv Tus Qauv tshiab los nrhiav seb qhov twg. Txoj hauv kev peb yuav ua qhov ntawd yog los ntawm kev ua si game - A. I. Showdown.

Ua ntej, "bingo hu" tawm Mystery Letter code thiab kom txhua tus neeg sau nws ntawm lawv daim ntawv ua haujlwm.

Koj: Yog li, cov neeg ua si hauv qhov kev ua si no tsis yog peb. Cov neeg ua si, yog Tus Qauv Tus Qauv A vs Tus Qauv Tus Qauv b. Lawv lub hom phiaj yog kom tau txais kev sib tw zoo tshaj plaws rau ntawm daim ntawv Mystery Letter.

Txhua lub hnab tshos zoo li puag ncig. Yog Mystery Letter muaj daim txhuam cev hauv Hnab tshos 1, thiab Tus Qauv Tus Qauv muaj ib daim txhuam cev hauv lub hnab ntawv ntawd, lawv tau txais tus naj npawb ntawm daim txhuam cev hauv lawv lub hnab tshos suav ua lawv cov ntsiab lus. Piv txwv li:

Hnab tshos 1: Daim Ntawv Tsis Paub Tsis muaj daim txhuam cev. Tus Qauv Qauv A muaj ib daim txhuam cev, Tus Qauv Qauv b muaj xoom sponges. Tsis muaj leej twg tau txais cov ntsiab lus, vim tias tsis muaj kev sib tw

Hnab tshos 2: Cov Ntawv Tsis Paub Muaj ib daim txhuam cev. Tus Qauv Qauv A muaj ob daim txhuam cev. Tus Qauv Qauv b tsis muaj daim txhuam cev. A tau txais ob lub ntsiab lus; b tsis tau txais cov ntsiab lus

Hnab tshos 3: Tsab ntawv tsis meej muaj ib daim txhuam cev. Tus Qauv Qauv A muaj ib daim txhuam cev. Tus Qauv Qauv b muaj peb daim txhuam cev. A tau txais ib lub ntsiab lus, b tau txais 3 ntsiab lus

Mus rau hauv daim ntawv teev npe, "ua si" Cov Qauv Qauv tawm tsam ib leeg puag ncig ib puag ncig kom txog thaum kawg.

Koj: Tam sim no, peb ntxiv tag nrho cov ntsiab lus txhua tus Qauv Tus Qauv tau txais. Qhov uas tau qhab nia siab dua, sib phim nws zoo tshaj plaws … Thiab yuav tsum yog Tsab Ntawv Tsis Paub!

Tom qab ntawd, kom txhua tus nkag mus Tus lej Tsis Paub Cai ntawm daim ntawv ua haujlwm rau hauv lawv lub computer, quav nws rau hauv kab sib chaws, thiab saib yog tias AI muaj peev xwm paub qhov txawv nws yog dab tsi …

Thiab cov neeg coob coob mus qus tiag!

Kauj ruam 10: Qhib-Up

Tom ntej no, siv sijhawm me ntsis los tham thiab xav txog txhua yam uas txhua tus nyuam qhuav kawm. Nov yog qee cov lus qhia rau kev sib tham-pib:

1. Koj tau kawm dab tsi los ntawm kev ua koj qhov project?
2. Koj puas yuav ua haujlwm ntxiv tom qab kev cob qhia?
3. Dab tsi yog qhov lom zem tshaj plaws ntawm kev ua koj qhov project?
4. Koj muaj teeb meem dab tsi thaum koj tab tom ua haujlwm ntawm koj txoj haujlwm?
5. Koj tau daws lawv li cas?
6. Muaj qee txoj hauv kev uas koj tuaj yeem qhia qhov koj tau kawm nrog lwm tus?
7. Koj puas tau pab lwm tus nrog lawv txoj haujlwm, lossis ib tus neeg tau pab koj?

Thiab kawg - Siab tsib !!!!!

Koj ua nws! Ua tsaug rau kev pab tib neeg kawm paub ntau ntxiv txog A. I. !!