IoT Analytics ???????????? ??????? ?????? ???????????? ????????????????????????????????????

?????? ?????? ?????? ??????????????? ????????? ?????? ?????? ?????????????????????????????? ???????????? ?????? ???????????? ????????????????????? ???????????? ?????? ??????????????? ?????????????????????????????? ???????????? ??????? (What is IoT Analytics in Hindi?) ???????????? ???????????? ????????? ?????? ??????????????? ?????? ????????????????????? ?????? ????????????????????? ?????? ???????????? IoT Analytics ???????????? ???????????? ??????? ?????? IoT Data Analytics ?????????????????????????????? ??????????????? ????????? ?????? ??????????????? ??????????????? ?????? ????????? ?????? ???????????? ????????? ????????????????????? ?????? ??????????????? ?????? ???????????? ????????? ???????????? ????????? ?????????????????? ????????? ???????????? ?????????????????? ?????? ?????? ???????????? ?????? ??????????????? ?????? ????????? ????????? ???????????????

What is IoT Analytics in Hindi? - ??????????????? ?????????????????????????????? ???????????? ???????

IoT Analytics ?????? ?????? ???????????? ???????????? ?????? ?????? IoT devices ?????? ?????????????????? ?????? ?????? ???????????? generate ???????????? ?????? ???????????? ?????????????????? ????????????, process ???????????? ?????? ????????? ????????? analyze ???????????? ???????????? ?????? ???????????? ?????? ?????? ?????? ????????? ?????? ???????????? ?????? ????????????????????? ?????? ?????? ???????????? ?????? ????????? ?????? ???????????? devices ???????????? ???????????? ?????????

?????? ????????? ????????? ?????? ?????? ?????? devices ?????? ?????? ?????? ?????? ????????? ????????? ???????????? ?????????????????? ?????????????????? ????????? ???????????? ?????? ????????????????????? ???????????? ?????? ?????? ???????????? valuable insights ?????? ?????????????????? ????????????????????? ?????? ???????????? ????????? IoT ?????? ???????????? ?????? ????????? - ????????? ????????? ?????? data streams ?????? transform ?????? combine ???????????? ?????? ????????? ?????? ????????? ????????????????????? ??????????????? ???????????? ?????? ????????? ???????????? ?????? IoT ?????? Big Data ?????? subset ?????? ???????????? ???????????? ?????????

???????????? - ???????????? ????????? ???????????? ????????? ????????? internet ?????? ??????????????? ???????????? ?????? businesses ????????? ?????? ????????? ???????????? ?????? ????????? ??????, ???????????? - ???????????? ?????? production ?????? data consumption ?????? ???????????? ?????? ????????? ????????? ?????? ?????? ????????? ????????? ???????????? ???????????? 2020 ?????? ??????????????? ????????? ?????? ?????????????????? ??????????????? ????????? ?????? ?????? ?????? ????????? ???????????? 30.73 billion ?????? ?????? ?????????????????? IoT devices ?????? ??????????????? ???????????? ?????? ????????? ?????????

?????? ?????? Internet of Things (IoT) ?????? ?????? ?????? ?????? ?????????????????? ?????? digital ecosystem ?????? ???????????? ?????? ?????????????????? ?????? ???????????? ?????????, networks, technologies, ?????? devices ????????? ????????? ????????? ??????????????? ?????? ??????????????? ?????? ????????? ??????????????? ?????? ?????? ?????????????????? ?????? ???????????? ?????? ???????????? ?????? ????????? ?????? common goals ?????? ????????????????????? ???????????? ?????? ????????????

Why is IoT data analytics important in Hindi?

IoT (????????????????????? ?????? ??????????????????) data analytics ?????? ?????? ?????? ???????????? ?????? ?????????????????? ?????? ?????????????????????????????? ?????? :

Enhanced customer experience: 

Retail ?????? healthcare ???????????? ?????? sectors ????????? IoT data analytics ?????? ??????????????? ???????????? ?????? customers ?????? ????????????????????? ?????? ???????????? Preferences ?????? ????????? ???????????? ????????? ????????? ?????? ?????? ?????? information ?????? ??????????????? ???????????? services ?????? personalize ?????? ???????????? ??????, Customer ?????? satisfaction ?????? ???????????? ???????????? ?????? ?????? ???????????? specific ????????????????????? ?????? ??????????????? ?????? offers ?????? tailor ???????????? possible ???????????? ?????????

Real-Time Decision:

IoT data analytics ?????? ??????????????? ???????????? ?????? real-time ????????? ???????????? process ?????? analyze ???????????? possible ???????????? ????????? ?????? especially ???????????? ?????????????????????????????? ???????????? ?????? ???????????? ?????? situations ????????? ??????????????? ?????????????????? ???????????? ???????????? ?????? ??????????????? ?????? ???????????? smart cities, industrial operations, ?????? healthcare monitoring ?????? ?????????????????? ?????????????????? ???????????? Real-time ?????? insights ?????? organizations ?????? ??????????????? ???????????????????????????????????? ?????? ?????????????????? ????????????????????????????????? ???????????? ?????? ???????????? ??????????????? ?????????

Regulatory Compliance:

????????? industries ????????? ???????????? collection, privacy, ?????? storage ?????? ????????? ???????????? ?????? ?????????????????? ???????????? ???????????? ???????????? ????????? ?????? ?????? IoT data analytics ?????? platforms ???????????? ?????? ?????? organizations ?????? ?????? ???????????? ??????????????? ?????? ???????????? ???????????? ?????? ????????? ???????????????????????? ???????????? ???????????????????????? ?????? Compliance Tracking ?????? ??????????????? ?????????????????? ???????????? ?????????

Practicable Insights:

IoT Analytics ????????? IoT devices ?????? ????????? - ????????? ?????????????????? ?????? Sources ?????? ??????????????? ???????????? ???????????? ???????????? ???????????? ?????? ????????????????????? ???????????? ????????? ?????? ?????? ?????? ???????????? ?????? Analysis ???????????? ?????? ?????? Organizations ?????? ???????????????????????? Insight ??????????????? ?????? ?????? ????????? ???????????? ????????? ?????? ?????? ????????????????????? ?????????????????? ???????????? ????????? ???????????? trends ?????? Patterns ?????? ??????????????? ?????? ????????? ???????????? ?????? ???????????? Professions ???????????? ????????? ?????? ?????? ?????????????????? skilled ????????? ???????????? ?????? ?????? ???????????? Display ???????????? ????????? ?????? Improvement ?????? ???????????? ?????????

Scalability & Flexibility:

???????????? - ???????????? IoT ecosystems ???????????? ???????????? ?????? ?????? traditional data analysis ??????????????? ???????????? ???????????? ??????????????? ?????? IoT analytics ????????? ???????????? ?????? analyze ???????????? ?????? ????????? ?????????????????????????????? ?????? ?????? ????????? ?????????????????? ???????????? ????????? ?????? ?????? ?????? ????????? - ????????? devices ?????? ????????? ???????????? massive ???????????? ?????? ??????????????? ?????? ???????????? ???????????? ?????? ????????? ???????????? ?????? ?????? analytics ???????????????????????? ?????? IoT infrastructure ?????? ????????? - ????????? upgrade ???????????? ?????? ???????????? ?????????

Cost effectiveness Analyzing:

IoT ???????????? ?????? businesses ?????? ????????????????????? ?????? cost savings ?????? ???????????? ????????????????????? ????????? ????????? ??????????????? ????????? ???????????? analytics ?????? ??????????????? ???????????? companies ???????????? ????????????????????? ?????? streamline ?????? ???????????? ?????? ?????? ?????????????????? ?????? ?????? ????????????????????? ??????????????? ?????? ??????????????? ?????? ???????????? ?????? ?????? ??????????????? ?????? ????????? ?????? ?????? ?????? ???????????? cost-effectiveness ?????? ????????? ???????????? ?????????

Innovation & Product Development:

Customers ???????????? IoT ?????????????????? ?????? ??????????????? ???????????? ?????? ?????? ??????????????? ?????? ?????? services ?????? products ?????? ??????????????? ????????? ????????? ??????????????? ????????? user feedback ?????? ??????????????? ?????????????????? ?????? ???????????????????????? innovation ?????? ????????? ???????????? ???????????? ?????? ?????? ????????? ?????? ???????????????????????? ?????? user-friendly ?????????????????? ??????????????? ????????? ?????? ????????? ???????????? ?????????

Security & Anomaly Detection:

???????????? - ???????????? ???????????????????????? devices ?????? ?????????????????? ???????????? ?????? ????????? ?????? ???????????? - ???????????? ???????????? ?????? ????????? security ?????? ????????? ?????????????????? ???????????? ?????? ????????? ????????? IoT data analytics ?????? ???????????????????????? ???????????? ?????????????????????????????? ?????? ????????????????????? ????????????????????? ?????? ??????????????????????????? ?????? ????????? ???????????? ?????? ????????? ???????????? ?????? ???????????? ????????? ?????????????????? ???????????? streams ?????? ?????????????????? ???????????? organizations ?????? ???????????? ????????? ?????? patterns ?????? ????????? ???????????? ?????? ?????? ????????????????????? ?????? ????????????????????? ???????????? ?????? ??????????????? ?????? ???????????? ?????????

Predictive Maintenance:

?????? ?????? ?????????????????? ??????????????? ?????? ????????? IoT data analytics ?????? ??????????????? ?????? ???????????? ?????? ?????? ?????? ???????????? equipment ?????? devices ?????? fail ???????????? ?????? ????????????????????? ????????? ???????????? Performance data ?????? ????????? ?????? analysis ???????????? ?????? organizations ?????? predictive ?????????????????? strategies ?????? ???????????? ???????????? ?????? ???????????? - ???????????? downtime ????????? ???????????? ?????? ?????? ?????????????????? ???????????????????????? ?????? ???????????? ?????? ?????? ???????????? ?????????

The Significance of Data Analytics in IoT in Hindi

• ???????????? analytics ?????? ???????????? ?????? ?????? ?????? ????????? ???????????? ?????? analyze ???????????? ?????? unstructured ???????????? ?????? ??????????????? meaningful ???????????????????????? ?????????????????? ?????? ???????????? IoT ????????? ???????????? analytics ?????? ?????? ???????????? ????????? - ????????? methods ?????? processes ?????? ?????? ???????????????????????? ?????? ?????? raw ???????????? ?????? ?????? ????????????????????? ????????? ????????? ?????? convert ???????????? ?????? ?????????????????? ??????????????? ??????????????? ?????? ????????? ???????????? ?????????
• Manually ?????? ????????? ???????????? ??????????????? ?????? analysis ???????????? ????????? ???????????? ????????? ???????????????, ???????????? ??????????????? ?????? ???????????? ?????? ?????? resource-intensive ?????? ???????????? ????????? ??????????????? Data analytics ??????????????? ???????????? ?????? ?????? ????????? ????????????????????? ???????????? ?????? ???????????? ?????? ?????? ???????????? ?????? energy ?????? ??????????????? ?????? ?????? patterns, valuable insights statistics, ?????? trends ?????? ????????? ????????? ???????????? ?????????
• IoT devices ?????? ????????? ???????????? ???????????? valuable ???????????? ?????? generate ???????????? ?????? ??????????????? ????????? - ????????? ??????????????? ?????? ??????????????? ???????????? ?????? ???????????? ????????? ???????????? ???????????? ????????? ???????????????????????? ?????? ?????? ?????? ?????? ???????????? ?????? accurately ?????? effectively ??????????????? ???????????? ?????? ????????? ???????????? ?????? structured ?????? organized ????????????????????? ????????? ????????? ????????? ?????? ????????? ??????????????? ?????? ????????????
• ????????? - ????????? ???????????? ??????????????? ?????? ????????? - ????????? ???????????? ?????? features ?????? ???????????? ?????? ???????????? analyze ???????????? ?????? ????????? ?????? ????????? Data analytics techniques ?????? ???????????????????????? ???????????? ???????????? ????????? ???????????? meaningful patterns ??????????????? ?????? ?????? raw data ?????? ?????????????????? insights ?????????????????? ???????????? ?????????

???????????????????????? (Conclusion)

???????????? ???????????? ?????????????????? ?????? ?????? ???????????? ??????????????? ?????? ??????????????? ??????????????? ???????????? ?????? ???????????? ?????? ???????????? ?????? ???????????? ???????????? ????????? ????????? ??????????????? ?????? ???????????? ??????????????? ?????? ???????????? ?????? ???????????? ???????????? ?????? ?????? ???????????? ????????? ?????? ?????? ????????????????????? ?????? ??????????????? ??????????????? ??????????????? ????????????????????? ????????? ???????????? ???????????? ?????? ???????????? ?????? ??????????????? ??????????????? (Computer Notes) ??????????????? ?????? ?????? ???????????? ??????????????? ?????? ???????????? ????????? ?????? ????????? ???????????? ??????????????? ?????? ????????????????????? ?????? ??????????????? ??????????????? ?????? ???????????????????????? ????????? ?????? ?????????????????? ?????? ?????? ?????? ???????????? ???????????????, ???????????? ?????? ???????????????????????? ??????????????? ?????? ??????????????? ????????? ???????????? ????????? Thank You!