A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_URI::$config is deprecated
Filename: core/URI.php
Line Number: 101
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Router::$uri is deprecated
Filename: core/Router.php
Line Number: 127
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$benchmark is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$hooks is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$config is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$log is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$utf8 is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$uri is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$exceptions is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$router is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$output is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$security is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$input is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$lang is deprecated
Filename: core/Controller.php
Line Number: 75
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$load is deprecated
Filename: core/Controller.php
Line Number: 78
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$db is deprecated
Filename: core/Loader.php
Line Number: 396
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 4
Function: database
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_DB_mysqli_driver::$failover is deprecated
Filename: database/DB_driver.php
Line Number: 371
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 4
Function: database
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Return type of CI_Session_files_driver::open($save_path, $name) should either be compatible with SessionHandlerInterface::open(string $path, string $name): bool, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice
Filename: drivers/Session_files_driver.php
Line Number: 132
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Return type of CI_Session_files_driver::close() should either be compatible with SessionHandlerInterface::close(): bool, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice
Filename: drivers/Session_files_driver.php
Line Number: 294
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Return type of CI_Session_files_driver::read($session_id) should either be compatible with SessionHandlerInterface::read(string $id): string|false, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice
Filename: drivers/Session_files_driver.php
Line Number: 168
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Return type of CI_Session_files_driver::write($session_id, $session_data) should either be compatible with SessionHandlerInterface::write(string $id, string $data): bool, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice
Filename: drivers/Session_files_driver.php
Line Number: 237
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Return type of CI_Session_files_driver::destroy($session_id) should either be compatible with SessionHandlerInterface::destroy(string $id): bool, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice
Filename: drivers/Session_files_driver.php
Line Number: 317
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Return type of CI_Session_files_driver::gc($maxlifetime) should either be compatible with SessionHandlerInterface::gc(int $max_lifetime): int|false, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice
Filename: drivers/Session_files_driver.php
Line Number: 358
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 282
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: Warning
Message: session_set_cookie_params(): Session cookie parameters cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 289
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 304
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 314
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 315
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 316
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 317
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: Warning
Message: ini_set(): Session ini settings cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 375
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: Warning
Message: session_set_save_handler(): Session save handler cannot be changed after headers have already been sent
Filename: Session/Session.php
Line Number: 110
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: Warning
Message: session_start(): Session cannot be started after headers have already been sent
Filename: Session/Session.php
Line Number: 143
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$session is deprecated
Filename: core/Loader.php
Line Number: 1283
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/helpers/my_helper.php
Line: 5
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$form_validation is deprecated
Filename: core/Loader.php
Line Number: 1283
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$email is deprecated
Filename: core/Loader.php
Line Number: 1283
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$cart is deprecated
Filename: core/Loader.php
Line Number: 1283
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 8
Function: __construct
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$Service_model is deprecated
Filename: core/Loader.php
Line Number: 358
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 10
Function: model
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property Service::$pagination is deprecated
Filename: core/Loader.php
Line Number: 1283
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 11
Function: library
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$benchmark is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$hooks is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$config is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$log is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$utf8 is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$uri is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$exceptions is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$router is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$output is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$security is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$input is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$lang is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$load is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$db is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
Function: require_once
A PHP Error was encountered
Severity: 8192
Message: Creation of dynamic property CI_Loader::$session is deprecated
Filename: core/Loader.php
Line Number: 931
Backtrace:
File: /home4/techwelfare/public_html/innohubtechnologies/application/frontend/controllers/Service.php
Line: 132
Function: view
File: /home4/techwelfare/public_html/innohubtechnologies/index.php
Line: 318
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Innohub Technologies - IT Solutions Services
Artificial Intelligence & Machine Learning
Lately, Artificial Intelligence and Machine Learning is a hot topic in the tech industry. Perhaps more than our daily lives Artificial Intelligence (AI) is impacting the business world more. There was about $300 million in venture capital invested in AI startups in 2014, a 300% increase than a year before ( Bloomberg). AI is everywhere, from gaming stations to maintaining complex information at work. Computer Engineers and Scientists are working hard to impart intelligent behavior in the machines making them think and respond to real-time situations. AI is transiting from just a research topic to the early stages of enterprise adoption. Tech giants like Google and Facebook have placed huge bets on Artificial Intelligence and Machine Learning and are already using it in their products. But this is just the beginning, over the next few years; we may see AI steadily glide into one product after another.
WHAT IS ARTIFICIAL INTELLIGENCE?
According to Stanford Researcher, John McCarthy, “Artificial Intelligence is the science and engineering of making intelligent machines, especially intelligent computer programs. Artificial Intelligence is related to the similar task of using computers to understand human intelligence, but AI does not have to confine itself to methods that are biologically observable.”
Simply put, AI’s goal is to make computers/computer programs smart enough to imitate the human mind behaviour.
Knowledge Engineering is an essential part of AI research. Machines and programs need to have bountiful information related to the world to often act and react like human beings. AI must have access to properties, categories, objects and relations between all of them to implement knowledge engineering. AI initiates common sense, problem-solving and analytical reasoning power in machines, which is much difficult and a tedious job.
WHAT IS MACHINE LEARNING?
Artificial Intelligence and Machine Learning are much trending and also confused terms nowadays. Machine Learning (ML) is a subset of Artificial Intelligence. ML is a science of designing and applying algorithms that are able to learn things from past cases. If some behaviour exists in past, then you may predict if or it can happen again. Means if there are no past cases then there is no prediction.
ML can be applied to solve tough issues like credit card fraud detection, enable self-driving cars and face detection and recognition. ML uses complex algorithms that constantly iterate over large data sets, analyzing the patterns in data and facilitating machines to respond different situations for which they have not been explicitly programmed. The machines learn from the history to produce reliable results. The ML algorithms use Computer Science and Statistics to predict ratio
Artificial intelligence is a serious business.
Integrating AI into any organization is serious work.
It takes in-depth knowledge, swathes of time, and a dedication to accuracy. Moreover, to implement it successfully, don’t just follow the trends: instead, focus on how AI can add value to your particular business and determine where it’s needed the most.
Then, with the support and experience of a domain specialist, you can put your ideas to work and create long-term value using the demanding field that is artificial intelligence.
Tackling AI in-house is always an option: but to take your business to the next level with AI solutions that enhance your business processes, it can help to partner with an expert.