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IBM Watsonx

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Watsonx.governance is a platform that utilizes IBM's AI governance capabilities to support organizations in implementing comprehensive AI lifecycle governance. This helps them manage risks and maintain compliance with evolving AI and industry regulations. The platform allows organizations to reduce
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Watsonx.data is a platform designed to assist clients in addressing issues related to data volume, complexity, cost, and governance as they scale their AI workloads. This platform facilitates seamless data access, whether the data is stored in the cloud or on-premises, through a single entry point,
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community for a diverse set of AI development tasks. These models come pre-trained and are designed to excel in various Natural Language Processing (NLP) applications, encompassing question answering, content generation, summarization, text classification, and data extraction. The platform allows
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by overseeing their AI initiatives, leveraging software automation to enhance risk mitigation, regulatory compliance, and ethical considerations.
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offering simple use for users who may not possess technical expertise. This approach prioritizes data security and compliance.
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data, as client data is said to be not collected by IBM for further training of their models. It is also capable of
3186: 3121: 2722: 2521: 2505: 2047: 2002: 1930: 1037: 714: 609: 397: 330: 290: 3587: 3445: 3084: 2915: 2738: 1635: 1396: 1206: 1201:'s Fantasy Football App for managing players' performance. It is also used by Italian telecommunications company 1091: 697: 465: 335: 113: 3486: 2743: 2658: 2439: 2247: 2102: 719: 639: 562: 480: 310: 272: 267: 227: 222: 2080: 3531: 3516: 3169: 3164: 3064: 2932: 2713: 2500: 2206: 666: 515: 415: 242: 3650: 3491: 3251: 2970: 2965: 2531: 2302: 2118: 1820: 1434:"IBM Unveils AI Stories with watsonx to Enhance the Digital Fan Experience for 66th Annual GRAMMY Awards®" 846: 822: 724: 485: 460: 420: 232: 3610: 3521: 3506: 3471: 3159: 3059: 2927: 2547: 2512: 2138: 2097: 1728: 1138: 800: 622: 574: 430: 345: 217: 138: 100: 3389: 3541: 3496: 2942: 2887: 2733: 2728: 2367: 2277: 2231: 2226: 2032: 1830: 1775: 1758: 1601: 1300: 1223: 1188: 1169: 729: 679: 159: 3116: 3094: 2843: 2838: 2796: 2748: 2541: 2403: 2338: 2143: 2086: 2052: 832: 768: 739: 644: 470: 403: 389: 375: 350: 300: 252: 212: 120: 3555: 3501: 3079: 2908: 2516: 2491: 2391: 2373: 2037: 810: 734: 520: 315: 108: 3625: 3567: 3359: 3011: 2882: 2875: 2628: 2575: 2469: 2464: 2328: 2252: 1847: 1815: 1723: 1655: 1640: 1547: 903: 746: 659: 455: 425: 370: 365: 320: 262: 1160:, an approach which makes training pre-trained models on the newly introduced data possible. 3312: 3302: 3109: 2903: 2853: 2848: 2791: 2779: 2558: 2361: 2353: 2282: 2184: 2112: 1713: 1670: 1665: 1177: 931: 684: 634: 544: 528: 498: 360: 355: 305: 295: 193: 154: 3425: 3369: 3191: 2833: 2753: 2536: 2449: 2272: 2211: 1857: 1780: 1650: 1331:"IBM Unveils the Watsonx Platform to Power Next-Generation Foundation Models for Business" 1153: 1134: 1130: 959: 763: 629: 569: 94: 1416:"WindTre sceglie Watsonx di Ibm per gestire più velocemente le segnalazioni dei clienti" 3399: 3364: 3354: 3179: 2937: 2763: 2585: 2459: 2454: 2415: 2343: 2297: 2216: 1925: 1805: 1579: 1571: 979: 510: 247: 3604: 3344: 3324: 3241: 2920: 2434: 2409: 2379: 2165: 1886: 1825: 1733: 1708: 1623: 1295: 1126: 898: 827: 709: 440: 325: 3430: 3261: 2603: 2397: 2385: 1990: 1985: 1964: 1540: 1247: 3526: 3297: 3206: 2823: 2801: 2474: 2444: 2267: 2155: 1879: 1645: 1364: 1142: 704: 198: 1222:
Watsonx.ai is a platform that allows AI developers to leverage a wide range of
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and a one which can be customized for customers' needs and trained on their
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of IBM as a platform that includes multiple services. Just like
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AI computer with the similar name, Watsonx was named after
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List of datasets in computer vision and image processing
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Official introductory video for watsonx AI Prompt Lab
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For the IBM question answering computer system, see
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Armonk, New York. 1348:Wiggers, Kyle (September 7, 2023). 1061:Glossary of artificial intelligence 144:Generative pre-trained transformer 25: 1590:PC business acquisition by Lenovo 3575: 3574: 3554: 2619: 2618: 2608: 2599: 2598: 2288:Sabre airline reservation system 2134:Thomas J. Watson Research Center 1187:partnered with IBM to embed its 45: 1801:Information Management Software 1465:Brady, Sarah (September 2023). 1180:, IBM's founder and first CEO. 3487:Recurrent neural network (RNN) 3477:Differentiable neural computer 2554:International chess tournament 2334:Globally integrated enterprise 2324:Commercial Processing Workload 481:Relevance vector machine (RVM) 1: 3532:Variational autoencoder (VAE) 3492:Long short-term memory (LSTM) 2759:Computational learning theory 2293:Scanning tunneling microscope 1197:Watsonx is currently used at 970:Computational learning theory 534:Expectation–maximization (EM) 3512:Convolutional neural network 1141:(LLMs) along with IBM's own 927:Coefficient of determination 774:Convolutional neural network 486:Support vector machine (SVM) 27:AI platform developed by IBM 3507:Multilayer perceptron (MLP) 2161:Canada Head Office Building 2151:Cambridge Scientific Center 2043:Science Research Associates 1811:Mainframe operating systems 1246:and many others present in 1078:Outline of machine learning 975:Empirical risk minimization 3667: 3583:Artificial neural networks 3497:Gated recurrent unit (GRU) 2723:Differentiable programming 2222:Virtual Universe Community 1943:International subsidiaries 1863:Service Automation Manager 1230:series and others such as 715:Feedforward neural network 466:Artificial neural networks 29: 3550: 2916:Artificial neural network 2739:Automatic differentiation 2594: 1207:66th Annual Grammy Awards 698:Artificial neural network 114:Cloud computing platforms 44: 2744:Neuromorphic engineering 2707:Differentiable computing 2248:Automated teller machine 2202:The Great Mind Challenge 1585:Mergers and acquisitions 1420:corrierecomunicazioni.it 1007:Journals and conferences 954:Mathematical foundations 864:Temporal difference (TD) 720:Recurrent neural network 640:Conditional random field 563:Dimensionality reduction 311:Dimensionality reduction 273:Quantum machine learning 268:Neuromorphic engineering 228:Self-supervised learning 223:Semi-supervised learning 3517:Residual neural network 2933:Artificial Intelligence 2207:Linux Technology Center 1194:packages into Watsonx. 416:Apprenticeship learning 71:; 16 months ago 2532:Dynamic infrastructure 2497:Big Blue sports teams 2303:Universal Product Code 1183:On February 13, 2024, 965:Bias–variance tradeoff 847:Reinforcement learning 823:Spiking neural network 233:Reinforcement learning 3641:Interactive narrative 3631:Large language models 3472:Neural Turing machine 3060:Human image synthesis 2664:Vacuum tube computers 2548:IBM and the Holocaust 2513:Common Public License 2398:Louis V. Gerstner Jr. 2181:Academy of Technology 1636:Power microprocessors 1480:Brady, Sarah (2023). 1403:. September 14, 2023. 1139:large language models 801:Neural radiance field 623:Structured prediction 346:Structured prediction 218:Unsupervised learning 139:large language models 101:large language models 3563:Computer programming 3542:Graph neural network 3117:Text-to-video models 3095:Text-to-image models 2943:Large language model 2928:Scientific computing 2734:Statistical manifold 2729:Information geometry 2278:Magnetic stripe card 2227:World Community Grid 2103:Toronto Software Lab 1759:Carbon Design System 1714:Cell microprocessors 1301:Large language model 1240:free and open-source 990:Statistical learning 888:Learning with humans 680:Local outlier factor 2909:In-context learning 2749:Pattern recognition 2542:GUIDE International 2404:Samuel J. Palmisano 2263:Electronic keypunch 2087:One Atlantic Center 2057:Weather Underground 2053:The Weather Company 833:Electrochemical RAM 740:reservoir computing 471:Logistic regression 390:Supervised learning 376:Multimodal learning 351:Feature engineering 296:Generative modeling 258:Rule-based learning 253:Curriculum learning 213:Supervised learning 188:Part of a series on 41: 3646:Virtual assistants 3616:IBM cloud services 3502:Echo state network 3390:JĂĽrgen Schmidhuber 3085:Facial recognition 3080:Speech recognition 2990:Software libraries 2644:Personal computers 2634:Midrange computers 2624:Navigational boxes 2517:IBM Public License 2492:A Boy and His Atom 2450:Michelle J. Howard 2392:John Fellows Akers 2374:T. Vincent Learson 2081:1250 RenĂ©-LĂ©vesque 1821:Planning Analytics 1446:. January 25, 2024 1272:watsonx.governance 1133:platform based on 401: • 316:Density estimation 3598: 3597: 3360:Stephen Grossberg 3333: 3332: 2674: 2673: 2639:Operating systems 2501:American football 2470:Joseph R. Swedish 2465:Martha E. Pollack 2368:Thomas Watson Jr. 2329:Customer engineer 2253:Cynefin framework 2139:Hakozaki Facility 2098:Rome Software Lab 2066: 2065: 1895: 1894: 1848:Rational Software 1747: 1746: 1729:Personal Computer 1724:Midrange computer 1500:McDowell, Steve. 1369:geeky-gadgets.com 1116: 1115: 921:Model diagnostics 904:Human-in-the-loop 747:Boltzmann machine 660:Anomaly detection 456:Linear regression 371:Ontology learning 366:Grammar induction 341:Semantic analysis 336:Association rules 321:Anomaly detection 263:Neuro-symbolic AI 183: 182: 16:(Redirected from 3658: 3588:Machine learning 3578: 3577: 3558: 3313:Action selection 3303:Self-driving car 3110:Stable Diffusion 3075:Speech synthesis 3040: 2904:Machine learning 2780:Gradient descent 2701: 2694: 2687: 2678: 2622: 2621: 2612: 2611: 2602: 2601: 2362:Thomas J. Watson 2283:Relational model 2232:Think conference 2113:330 North Wabash 2033:Microelectronics 1906: 1831:Quantum Platform 1776:Cognos Analytics 1614: 1607: 1557: 1550: 1543: 1534: 1523:Official webpage 1510: 1509: 1497: 1486: 1485: 1477: 1471: 1470: 1462: 1456: 1455: 1453: 1451: 1430: 1424: 1423: 1411: 1405: 1404: 1393: 1387: 1386: 1379: 1373: 1372: 1360: 1354: 1353: 1345: 1339: 1338: 1337:(Press release). 1327: 1226:under IBM's own 1178:Thomas J. Watson 1170:Think conference 1108: 1101: 1094: 1055:Related articles 932:Confusion matrix 685:Isolation forest 630:Graphical models 409: 408: 361:Learning to rank 356:Feature learning 194:Machine learning 185: 179: 176: 174: 172: 79: 77: 72: 69:May 9, 2023 49: 42: 21: 3666: 3665: 3661: 3660: 3659: 3657: 3656: 3655: 3601: 3600: 3599: 3594: 3546: 3460: 3426:Google DeepMind 3404: 3370:Geoffrey Hinton 3329: 3266: 3192:Project Debater 3138: 3036:Implementations 3031: 2985: 2949: 2892: 2834:Backpropagation 2768: 2754:Tensor calculus 2708: 2705: 2675: 2670: 2590: 2576:SHARE computing 2537:GlobalFoundries 2479: 2427: 2421: 2348: 2307: 2298:Financial swaps 2273:Hard disk drive 2236: 2170: 2144:Yamato Facility 2062: 1969: 1901: 1891: 1858:Tivoli Software 1743: 1697: 1596: 1566: 1561: 1519: 1514: 1513: 1499: 1498: 1489: 1479: 1478: 1474: 1464: 1463: 1459: 1449: 1447: 1432: 1431: 1427: 1413: 1412: 1408: 1395: 1394: 1390: 1381: 1380: 1376: 1362: 1361: 1357: 1347: 1346: 1342: 1329: 1328: 1319: 1314: 1287: 1274: 1265: 1220: 1215: 1166: 1131:scientific data 1112: 1083: 1082: 1056: 1048: 1047: 1008: 1000: 999: 960:Kernel machines 955: 947: 946: 922: 914: 913: 894:Active learning 889: 881: 880: 849: 839: 838: 764:Diffusion model 700: 690: 689: 662: 652: 651: 625: 615: 614: 570:Factor analysis 565: 555: 554: 538: 501: 491: 490: 411: 410: 394: 393: 392: 381: 380: 286: 278: 277: 243:Online learning 208: 196: 169: 149: 75: 73: 70: 66:Initial release 35: 28: 23: 22: 15: 12: 11: 5: 3664: 3662: 3654: 3653: 3648: 3643: 3638: 3633: 3628: 3623: 3618: 3613: 3603: 3602: 3596: 3595: 3593: 3592: 3591: 3590: 3585: 3572: 3571: 3570: 3565: 3551: 3548: 3547: 3545: 3544: 3539: 3534: 3529: 3524: 3519: 3514: 3509: 3504: 3499: 3494: 3489: 3484: 3479: 3474: 3468: 3466: 3462: 3461: 3459: 3458: 3453: 3448: 3443: 3438: 3433: 3428: 3423: 3418: 3412: 3410: 3406: 3405: 3403: 3402: 3400:Ilya Sutskever 3397: 3392: 3387: 3382: 3377: 3372: 3367: 3365:Demis Hassabis 3362: 3357: 3355:Ian Goodfellow 3352: 3347: 3341: 3339: 3335: 3334: 3331: 3330: 3328: 3327: 3322: 3321: 3320: 3310: 3305: 3300: 3295: 3290: 3285: 3280: 3274: 3272: 3268: 3267: 3265: 3264: 3259: 3254: 3249: 3244: 3239: 3234: 3229: 3224: 3219: 3214: 3209: 3204: 3199: 3194: 3189: 3184: 3183: 3182: 3172: 3167: 3162: 3157: 3152: 3146: 3144: 3140: 3139: 3137: 3136: 3131: 3130: 3129: 3124: 3114: 3113: 3112: 3107: 3102: 3092: 3087: 3082: 3077: 3072: 3067: 3062: 3057: 3052: 3046: 3044: 3037: 3033: 3032: 3030: 3029: 3024: 3019: 3014: 3009: 3004: 2999: 2993: 2991: 2987: 2986: 2984: 2983: 2978: 2973: 2968: 2963: 2957: 2955: 2951: 2950: 2948: 2947: 2946: 2945: 2938:Language model 2935: 2930: 2925: 2924: 2923: 2913: 2912: 2911: 2900: 2898: 2894: 2893: 2891: 2890: 2888:Autoregression 2885: 2880: 2879: 2878: 2868: 2866:Regularization 2863: 2862: 2861: 2856: 2851: 2841: 2836: 2831: 2829:Loss functions 2826: 2821: 2816: 2811: 2806: 2805: 2804: 2794: 2789: 2788: 2787: 2776: 2774: 2770: 2769: 2767: 2766: 2764:Inductive bias 2761: 2756: 2751: 2746: 2741: 2736: 2731: 2726: 2718: 2716: 2710: 2709: 2706: 2704: 2703: 2696: 2689: 2681: 2672: 2671: 2669: 2668: 2667: 2666: 2661: 2656: 2651: 2646: 2641: 2636: 2631: 2616: 2606: 2595: 2592: 2591: 2589: 2588: 2583: 2578: 2573: 2568: 2561: 2559:Lucifer cipher 2556: 2551: 2544: 2539: 2534: 2529: 2524: 2519: 2510: 2509: 2508: 2503: 2495: 2487: 2485: 2481: 2480: 2478: 2477: 2475:Peter R. Voser 2472: 2467: 2462: 2460:Andrew Liveris 2457: 2455:Arvind Krishna 2452: 2447: 2442: 2437: 2431: 2429: 2423: 2422: 2420: 2419: 2416:Arvind Krishna 2413: 2407: 2401: 2395: 2389: 2383: 2377: 2371: 2365: 2358: 2356: 2350: 2349: 2347: 2346: 2341: 2336: 2331: 2326: 2321: 2315: 2313: 2309: 2308: 2306: 2305: 2300: 2295: 2290: 2285: 2280: 2275: 2270: 2265: 2260: 2255: 2250: 2244: 2242: 2238: 2237: 2235: 2234: 2229: 2224: 2219: 2217:Smarter Planet 2214: 2209: 2204: 2199: 2194: 2193: 2192: 2182: 2178: 2176: 2172: 2171: 2169: 2168: 2163: 2158: 2153: 2148: 2147: 2146: 2141: 2136: 2128: 2127: 2126: 2121: 2116: 2109:IBM Buildings 2107: 2106: 2105: 2100: 2094:Software Labs 2092: 2091: 2090: 2084: 2083:, Montreal, QC 2074: 2072: 2068: 2067: 2064: 2063: 2061: 2060: 2050: 2048:Service Bureau 2045: 2040: 2038:Product Center 2035: 2030: 2025: 2020: 2015: 2010: 2005: 2003:Ambra Computer 2000: 1999: 1998: 1993: 1983: 1977: 1975: 1971: 1970: 1968: 1967: 1962: 1957: 1952: 1951: 1950: 1940: 1935: 1934: 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291:Classification 287: 284: 283: 280: 279: 276: 275: 270: 265: 260: 255: 250: 248:Batch learning 245: 240: 235: 230: 225: 220: 215: 209: 206: 205: 202: 201: 190: 189: 181: 180: 167: 163: 162: 157: 151: 150: 148: 147: 141: 131: 125: 123: 117: 116: 111: 105: 104: 97: 91: 90: 85: 81: 80: 67: 63: 62: 57: 51: 50: 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 3663: 3652: 3651:2023 software 3649: 3647: 3644: 3642: 3639: 3637: 3634: 3632: 3629: 3627: 3624: 3622: 3619: 3617: 3614: 3612: 3609: 3608: 3606: 3589: 3586: 3584: 3581: 3580: 3573: 3569: 3566: 3564: 3561: 3560: 3557: 3553: 3552: 3549: 3543: 3540: 3538: 3535: 3533: 3530: 3528: 3525: 3523: 3520: 3518: 3515: 3513: 3510: 3508: 3505: 3503: 3500: 3498: 3495: 3493: 3490: 3488: 3485: 3483: 3480: 3478: 3475: 3473: 3470: 3469: 3467: 3465:Architectures 3463: 3457: 3454: 3452: 3449: 3447: 3444: 3442: 3439: 3437: 3434: 3432: 3429: 3427: 3424: 3422: 3419: 3417: 3414: 3413: 3411: 3409:Organizations 3407: 3401: 3398: 3396: 3393: 3391: 3388: 3386: 3383: 3381: 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2964: 2962: 2959: 2958: 2956: 2952: 2944: 2941: 2940: 2939: 2936: 2934: 2931: 2929: 2926: 2922: 2921:Deep learning 2919: 2918: 2917: 2914: 2910: 2907: 2906: 2905: 2902: 2901: 2899: 2895: 2889: 2886: 2884: 2881: 2877: 2874: 2873: 2872: 2869: 2867: 2864: 2860: 2857: 2855: 2852: 2850: 2847: 2846: 2845: 2842: 2840: 2837: 2835: 2832: 2830: 2827: 2825: 2822: 2820: 2817: 2815: 2812: 2810: 2809:Hallucination 2807: 2803: 2800: 2799: 2798: 2795: 2793: 2790: 2786: 2783: 2782: 2781: 2778: 2777: 2775: 2771: 2765: 2762: 2760: 2757: 2755: 2752: 2750: 2747: 2745: 2742: 2740: 2737: 2735: 2732: 2730: 2727: 2725: 2724: 2720: 2719: 2717: 2715: 2711: 2702: 2697: 2695: 2690: 2688: 2683: 2682: 2679: 2665: 2662: 2660: 2657: 2655: 2652: 2650: 2647: 2645: 2642: 2640: 2637: 2635: 2632: 2630: 2627: 2626: 2625: 2617: 2615: 2607: 2605: 2597: 2596: 2593: 2587: 2584: 2582: 2579: 2577: 2574: 2572: 2569: 2567: 2566: 2562: 2560: 2557: 2555: 2552: 2550: 2549: 2545: 2543: 2540: 2538: 2535: 2533: 2530: 2528: 2525: 2523: 2520: 2518: 2514: 2511: 2507: 2504: 2502: 2499: 2498: 2496: 2494: 2493: 2489: 2488: 2486: 2482: 2476: 2473: 2471: 2468: 2466: 2463: 2461: 2458: 2456: 2453: 2451: 2448: 2446: 2443: 2441: 2438: 2436: 2435:Thomas Buberl 2433: 2432: 2430: 2424: 2417: 2414: 2411: 2410:Ginni Rometty 2408: 2405: 2402: 2399: 2396: 2393: 2390: 2387: 2384: 2381: 2380:Frank T. Cary 2378: 2375: 2372: 2369: 2366: 2363: 2360: 2359: 2357: 2355: 2351: 2345: 2342: 2340: 2337: 2335: 2332: 2330: 2327: 2325: 2322: 2320: 2317: 2316: 2314: 2310: 2304: 2301: 2299: 2296: 2294: 2291: 2289: 2286: 2284: 2281: 2279: 2276: 2274: 2271: 2269: 2266: 2264: 2261: 2259: 2256: 2254: 2251: 2249: 2246: 2245: 2243: 2239: 2233: 2230: 2228: 2225: 2223: 2220: 2218: 2215: 2213: 2210: 2208: 2205: 2203: 2200: 2198: 2195: 2191: 2188: 2187: 2186: 2183: 2180: 2179: 2177: 2173: 2167: 2166:IBM Rochester 2164: 2162: 2159: 2157: 2154: 2152: 2149: 2145: 2142: 2140: 2137: 2135: 2132: 2131: 2129: 2125: 2122: 2120: 2117: 2115:, Chicago, IL 2114: 2111: 2110: 2108: 2104: 2101: 2099: 2096: 2095: 2093: 2089:, Atlanta, GA 2088: 2085: 2082: 2079: 2078: 2076: 2075: 2073: 2069: 2058: 2054: 2051: 2049: 2046: 2044: 2041: 2039: 2036: 2034: 2031: 2029: 2026: 2024: 2021: 2019: 2016: 2014: 2011: 2009: 2006: 2004: 2001: 1997: 1994: 1992: 1989: 1988: 1987: 1984: 1982: 1979: 1978: 1976: 1972: 1966: 1963: 1961: 1958: 1956: 1953: 1949: 1946: 1945: 1944: 1941: 1939: 1936: 1932: 1929: 1928: 1927: 1924: 1922: 1919: 1917: 1914: 1913: 1911: 1907: 1904: 1898: 1888: 1885: 1881: 1878: 1877: 1876: 1873: 1871: 1868: 1864: 1861: 1860: 1859: 1856: 1854: 1851: 1849: 1846: 1842: 1839: 1837: 1834: 1833: 1832: 1829: 1827: 1824: 1822: 1819: 1817: 1816:Mashup Center 1814: 1812: 1809: 1807: 1804: 1802: 1799: 1797: 1794: 1792: 1789: 1787: 1784: 1782: 1779: 1777: 1774: 1770: 1767: 1766: 1765: 1762: 1760: 1757: 1756: 1754: 1750: 1740: 1737: 1735: 1732: 1730: 1727: 1725: 1722: 1720: 1717: 1715: 1712: 1710: 1707: 1706: 1704: 1700: 1692: 1689: 1687: 1684: 1682: 1679: 1677: 1674: 1672: 1669: 1667: 1664: 1663: 1661: 1657: 1654: 1652: 1649: 1648: 1647: 1644: 1642: 1641:Power Systems 1639: 1637: 1634: 1630: 1627: 1626: 1625: 1622: 1621: 1619: 1615: 1612: 1608: 1605: 1603: 1599: 1591: 1588: 1587: 1586: 1583: 1581: 1578: 1577: 1575: 1573: 1569: 1565: 1558: 1553: 1551: 1546: 1544: 1539: 1538: 1535: 1529: 1526: 1524: 1521: 1520: 1516: 1507: 1503: 1496: 1494: 1492: 1488: 1483: 1476: 1473: 1468: 1461: 1458: 1445: 1441: 1440: 1435: 1429: 1426: 1422:(in Italian). 1421: 1417: 1410: 1407: 1402: 1401:Yahoo Finance 1398: 1392: 1389: 1384: 1378: 1375: 1370: 1366: 1359: 1356: 1352:. TechCrunch. 1351: 1344: 1341: 1336: 1332: 1326: 1324: 1322: 1318: 1311: 1307: 1304: 1302: 1299: 1297: 1296:Generative AI 1294: 1292: 1289: 1288: 1284: 1282: 1280: 1271: 1269: 1262: 1260: 1258: 1257:Tuning Studio 1254: 1249: 1245: 1241: 1237: 1233: 1229: 1225: 1217: 1212: 1210: 1208: 1204: 1200: 1195: 1193: 1190: 1186: 1181: 1179: 1175: 1171: 1163: 1161: 1159: 1155: 1151: 1146: 1144: 1140: 1136: 1132: 1128: 1127:generative AI 1124: 1120: 1109: 1104: 1102: 1097: 1095: 1090: 1089: 1087: 1086: 1079: 1076: 1072: 1069: 1068: 1067: 1064: 1062: 1059: 1058: 1052: 1051: 1044: 1041: 1039: 1036: 1034: 1031: 1029: 1026: 1024: 1021: 1019: 1016: 1014: 1011: 1010: 1004: 1003: 996: 993: 991: 988: 986: 983: 981: 978: 976: 973: 971: 968: 966: 963: 961: 958: 957: 951: 950: 943: 940: 938: 935: 933: 930: 928: 925: 924: 918: 917: 910: 907: 905: 902: 900: 899:Crowdsourcing 897: 895: 892: 891: 885: 884: 875: 872: 871: 870: 867: 865: 862: 860: 857: 855: 852: 851: 848: 843: 842: 834: 831: 829: 828:Memtransistor 826: 824: 821: 819: 816: 812: 809: 808: 807: 804: 802: 799: 795: 792: 790: 787: 785: 782: 780: 777: 776: 775: 772: 770: 767: 765: 762: 760: 757: 753: 750: 749: 748: 745: 741: 738: 736: 733: 731: 728: 726: 723: 722: 721: 718: 716: 713: 711: 710:Deep learning 708: 706: 703: 702: 699: 694: 693: 686: 683: 681: 678: 676: 674: 670: 668: 665: 664: 661: 656: 655: 646: 645:Hidden Markov 643: 641: 638: 636: 633: 632: 631: 628: 627: 624: 619: 618: 611: 608: 606: 603: 601: 598: 596: 593: 591: 588: 586: 583: 581: 578: 576: 573: 571: 568: 567: 564: 559: 558: 551: 548: 546: 543: 541: 537: 535: 532: 530: 527: 525: 523: 519: 517: 514: 512: 509: 507: 504: 503: 500: 495: 494: 487: 484: 482: 479: 477: 474: 472: 469: 467: 464: 462: 459: 457: 454: 452: 450: 446: 442: 441:Random forest 439: 437: 434: 432: 429: 428: 427: 424: 422: 419: 417: 414: 413: 406: 405: 400: 399: 391: 385: 384: 377: 374: 372: 369: 367: 364: 362: 359: 357: 354: 352: 349: 347: 344: 342: 339: 337: 334: 332: 329: 327: 326:Data cleaning 324: 322: 319: 317: 314: 312: 309: 307: 304: 302: 299: 297: 294: 292: 289: 288: 282: 281: 274: 271: 269: 266: 264: 261: 259: 256: 254: 251: 249: 246: 244: 241: 239: 238:Meta-learning 236: 234: 231: 229: 226: 224: 221: 219: 216: 214: 211: 210: 204: 203: 200: 195: 191: 187: 186: 178: 168: 164: 161: 158: 156: 152: 145: 142: 140: 136: 132: 130: 127: 126: 124: 122: 118: 115: 112: 110: 106: 102: 98: 96: 92: 89: 86: 82: 68: 64: 61: 58: 56: 52: 48: 43: 37: 33: 19: 3611:IBM products 3431:Hugging Face 3395:David Silver 3201: 3043:Audio–visual 2897:Applications 2876:Augmentation 2721: 2563: 2546: 2527:Deep Thought 2490: 2418:(since 2020) 2386:John R. Opel 2344:Think slogan 2185:Deep Thunder 1991:Kaleida Labs 1986:AIM alliance 1874: 1671:Q System Two 1666:Q System One 1505: 1475: 1460: 1448:. Retrieved 1437: 1428: 1419: 1409: 1400: 1391: 1377: 1368: 1358: 1343: 1335:IBM Newsroom 1334: 1275: 1266: 1263:watsonx.data 1256: 1248:Hugging Face 1227: 1221: 1196: 1182: 1167: 1154:confidential 1147: 1118: 1117: 985:PAC learning 672: 521: 516:Hierarchical 448: 402: 396: 55:Developer(s) 36: 3579:Categories 3527:Autoencoder 3482:Transformer 3350:Alex Graves 3298:OpenAI Five 3202:IBM Watsonx 2824:Convolution 2802:Overfitting 2659:Typewriters 2565:Mathematica 2506:Rugby union 2445:Alex Gorsky 2412:(2012–2020) 2406:(2002–2011) 2400:(1993–2002) 2394:(1985–1993) 2388:(1981–1985) 2382:(1973–1981) 2376:(1971–1973) 2370:(1956–1971) 2364:(1914–1956) 2312:Terminology 2268:Floppy disk 2212:SkillsBuild 2175:Initiatives 2156:IBM Hursley 2130:Facilities 1781:Connections 1651:FlashSystem 1450:February 5, 1253:fine-tuning 1189:open-source 1158:fine-tuning 869:Multi-agent 806:Transformer 705:Autoencoder 461:Naive Bayes 199:data mining 160:Proprietary 135:fine-tuning 3605:Categories 3568:Technology 3421:EleutherAI 3380:Fei-Fei Li 3375:Yann LeCun 3288:Q-learning 3271:Decisional 3197:IBM Watson 3105:Midjourney 2997:TensorFlow 2844:Activation 2797:Regression 2792:Clustering 2654:System/370 2649:System/360 2440:David Farr 2339:e-business 2241:Inventions 2190:Develothon 2071:Facilities 1931:Promontory 1926:Consulting 1444:PRNewswire 1312:References 1291:IBM Watson 1218:watsonx.ai 854:Q-learning 752:Restricted 550:Mean shift 499:Clustering 476:Perceptron 404:regression 306:Clustering 301:Regression 84:Written in 76:2023-05-09 32:IBM Watson 3451:MIT CSAIL 3416:Anthropic 3385:Andrew Ng 3283:AlphaZero 3127:VideoPoet 3090:AlphaFold 3027:MindSpore 2981:SpiNNaker 2976:Memristor 2883:Diffusion 2859:Rectifier 2839:Batchnorm 2819:Attention 2814:Adversary 2522:Deep Blue 2428:directors 1887:WebSphere 1826:PureQuery 1734:Selectric 1709:Blue Gene 1624:Mainframe 1255:with its 1150:companies 1013:ECML PKDD 995:VC theory 942:ROC curve 874:Self-play 794:DeepDream 635:Bayes net 426:Ensembles 207:Paradigms 99:Multiple 3626:Chatbots 3559:Portals 3318:Auto-GPT 3150:Word2vec 2954:Hardware 2871:Datasets 2773:Concepts 2604:Category 2571:IBM Plex 2426:Board of 2319:Big Blue 2119:Honolulu 2028:Merative 2013:EduQuest 1996:Taligent 1965:Research 1902:entities 1900:Business 1841:OpenQASM 1769:Cloudant 1739:ThinkPad 1662:Quantum 1610:Hardware 1602:Products 1285:See also 1232:Facebook 1213:Services 1203:Wind Tre 1185:Anaconda 436:Boosting 285:Problems 177:/watsonx 109:Platform 3441:Meta AI 3278:AlphaGo 3262:PanGu-ÎŁ 3232:ChatGPT 3207:Granite 3155:Seq2seq 3134:Whisper 3055:WaveNet 3050:AlexNet 3022:Flux.jl 3002:PyTorch 2854:Sigmoid 2849:Softmax 2714:General 2614:Commons 2581:ScicomP 2124:Seattle 2077:Towers 2023:Lexmark 2018:Kyndryl 1960:Red Hat 1909:Current 1880:Granite 1875:Watsonx 1791:Fortran 1719:PowerPC 1646:Storage 1617:Current 1580:History 1572:History 1306:ChatGPT 1279:AI bias 1244:Mistral 1236:LLaMA-2 1228:Granite 1164:History 1143:Granite 1119:Watsonx 1018:NeurIPS 835:(ECRAM) 789:AlexNet 431:Bagging 166:Website 155:License 129:Chatbot 74: ( 40:watsonx 18:Watsonx 3456:Huawei 3436:OpenAI 3338:People 3308:MuZero 3170:Gemini 3165:Claude 3100:DALL-E 3012:Theano 2586:Unions 2197:Fellow 2008:Cognos 1981:AdStar 1974:Former 1938:Kenexa 1916:Apptio 1870:Watson 1836:Qiskit 1702:Former 1691:Condor 1681:Osprey 1656:DS8000 1506:Forbes 1484:. MSN. 1469:. MSN. 1242:model 1192:Python 1174:Watson 811:Vision 667:RANSAC 545:OPTICS 540:DBSCAN 524:-means 331:AutoML 103:(LLMs) 95:Engine 88:Python 3522:Mamba 3293:SARSA 3257:LLaMA 3252:BLOOM 3237:GPT-J 3227:GPT-4 3222:GPT-3 3217:GPT-2 3212:GPT-1 3175:LaMDA 3007:Keras 2484:Other 1955:Press 1948:India 1764:Cloud 1752:Other 1686:Heron 1676:Eagle 1629:IBM Z 1135:cloud 1033:IJCAI 859:SARSA 818:Mamba 784:LeNet 779:U-Net 605:t-SNE 529:Fuzzy 506:BIRCH 146:(GPT) 3446:Mila 3247:PaLM 3180:Bard 3160:BERT 3143:Text 3122:Sora 2629:FOSS 2354:CEOs 2258:DRAM 1853:SPSS 1796:ILOG 1452:2024 1224:LLMs 1199:ESPN 1129:and 1043:JMLR 1028:ICLR 1023:ICML 909:RLHF 725:LSTM 511:CURE 197:and 175:.com 173:.ibm 121:Type 3187:NMT 3070:OCR 3065:HWR 3017:JAX 2971:VPU 2966:TPU 2961:IPU 2785:SGD 1564:IBM 1439:IBM 1234:'s 1123:IBM 1121:is 769:SOM 759:GAN 735:ESN 730:GRU 675:-NN 610:SDL 600:PGD 595:PCA 590:NMF 585:LDA 580:ICA 575:CCA 451:-NN 171:www 137:of 133:AI 60:IBM 3607:: 1504:. 1490:^ 1436:. 1418:. 1399:. 1367:. 1333:. 1320:^ 1238:, 1209:. 1145:. 1038:ML 2700:e 2693:t 2686:v 2515:/ 2059:) 2055:( 1556:e 1549:t 1542:v 1508:. 1454:. 1385:. 1371:. 1107:e 1100:t 1093:v 673:k 522:k 449:k 407:) 395:( 78:) 34:. 20:)

Index

Watsonx
IBM Watson

Developer(s)
IBM
Python
Engine
large language models
Platform
Cloud computing platforms
Type
Chatbot
fine-tuning
large language models
Generative pre-trained transformer
License
Proprietary
www.ibm.com/watsonx
Machine learning
data mining
Supervised learning
Unsupervised learning
Semi-supervised learning
Self-supervised learning
Reinforcement learning
Meta-learning
Online learning
Batch learning
Curriculum learning
Rule-based learning

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