SlideShare a Scribd company logo
Launching a Data Science Environment
on Oracle Cloud Infrastructure
By Nicholas Toscano
1. Open the Resource Manager
2. Create a Data Science Stack
3. Create a Data Science Project
4. Create a Notebook Session
5. Start a Notebook Session
6. Install a Pre-Configured Conda Pack
7. Launch an Example Notebook
Steps to Launch a Data Science Environment
Open the OCI Resource Manager
Fast deploy a data science
environment via the Resource
Manager.
Use a pre-created stack.
Create a Data Science Stack
Select the Data Science Service.
This will provision Data Science
and its prerequisites.
Go ahead and select the option
to create one or more
notebooks.
Use an E2.8 or a GPU2.1
Create additional notebooks as
required.
1 notebook can hold multiple
data science projects,
environments and kernels.
You can store some data in the
notebook (not recommended)
or call data from REST.
Set up ADW storage.
Create a Data Science Project
Create a Notebook Session
Launching through Resource
Manager will provide you with
options for conda packs and
notebook examples.
Remember this is a Python 3
environment.
Launching conda packs will give
you alternative kernels.
Install a Pre-Configured Conda Pack
Environment Explorer contains
preconfigured conda packs.
Start with:
General Machine Learning for
CPUS/GPUS
Run in terminal:
CPU:
$ odsc conda install -s mlcpuv1
GPU:
$ odsc conda install -s mlgpuv1
Review Pre-installed Libraries
Use ‘pip freeze’, ‘conda list’, or
‘conda env –n base’ list to view
the managed libraries in base
environment.
You can run an update to make
sure the versions are complete.
You can install libraries that are
not present.
Launch an Example Notebook
Start with Binary Classification.
Go over ADS.
You can retain or save your
notebooks in the File Browser.
SHUTDOWN YOUR SERVICES
WHEN YOU DONE
END

More Related Content

Similar to launch_a_data_science_environment_in_oracle_cloud.pdf

Using oracle12c pluggable databases to archive
Using oracle12c pluggable databases to archiveUsing oracle12c pluggable databases to archive
Using oracle12c pluggable databases to archive
Secure-24
 
Introduction to Stacki - World's fastest Linux server provisioning Tool
Introduction to Stacki - World's fastest Linux server provisioning ToolIntroduction to Stacki - World's fastest Linux server provisioning Tool
Introduction to Stacki - World's fastest Linux server provisioning Tool
Suresh Paulraj
 
Cloudera and Spark setup
Cloudera and Spark setupCloudera and Spark setup
Cloudera and Spark setup
Sumit Mendiratta
 
Setting-Up Python Environment (Jupyter Notebook)
Setting-Up Python Environment (Jupyter Notebook)Setting-Up Python Environment (Jupyter Notebook)
Setting-Up Python Environment (Jupyter Notebook)
NopphawanTamkuan
 
Docker: Containers for Data Science
Docker: Containers for Data ScienceDocker: Containers for Data Science
Docker: Containers for Data Science
Alessandro Adamo
 
Data Science Workflows using Docker Containers
Data Science Workflows using Docker ContainersData Science Workflows using Docker Containers
Data Science Workflows using Docker Containers
Aly Sivji
 
CloudMan workshop
CloudMan workshopCloudMan workshop
CloudMan workshop
Enis Afgan
 
Building Reproducible Network Data Analysis / Visualization Workflows
Building Reproducible Network Data Analysis / Visualization WorkflowsBuilding Reproducible Network Data Analysis / Visualization Workflows
Building Reproducible Network Data Analysis / Visualization Workflows
Keiichiro Ono
 
Automating hard things may 2015
Automating hard things   may 2015Automating hard things   may 2015
Automating hard things may 2015
Mark Baker
 
Using Conda in Oracle Data Science.pdf
Using Conda in Oracle Data Science.pdfUsing Conda in Oracle Data Science.pdf
Using Conda in Oracle Data Science.pdf
Nicholas Toscano
 
Recipe 14 of Data Warehouse and Business Intelligence - Build a Staging Area ...
Recipe 14 of Data Warehouse and Business Intelligence - Build a Staging Area ...Recipe 14 of Data Warehouse and Business Intelligence - Build a Staging Area ...
Recipe 14 of Data Warehouse and Business Intelligence - Build a Staging Area ...
Massimo Cenci
 
GCC 2014 scriptable workshop
GCC 2014 scriptable workshopGCC 2014 scriptable workshop
GCC 2014 scriptable workshop
Enis Afgan
 
Mastering VMware Datacenter Part-1
Mastering VMware Datacenter Part-1Mastering VMware Datacenter Part-1
Mastering VMware Datacenter Part-1
M.M.Rahman Munna, Linux, VMware and Mail Server Expert
 
Open stack @ iiit hyderabad
Open stack @ iiit hyderabad Open stack @ iiit hyderabad
Open stack @ iiit hyderabad
openstackindia
 
The DuraCloud Workshop - Open Repositories 2015
The DuraCloud Workshop - Open Repositories 2015The DuraCloud Workshop - Open Repositories 2015
The DuraCloud Workshop - Open Repositories 2015
DuraSpace
 
Oracle applications 11i hot backup cloning with rapid clone
Oracle applications 11i hot backup cloning with rapid cloneOracle applications 11i hot backup cloning with rapid clone
Oracle applications 11i hot backup cloning with rapid clone
Deepti Singh
 
Android datastorage
Android datastorageAndroid datastorage
Android datastorage
Krazy Koder
 
Netw 230 Success Begins / snaptutorial.com
Netw 230  Success Begins / snaptutorial.comNetw 230  Success Begins / snaptutorial.com
Netw 230 Success Begins / snaptutorial.com
WilliamsTaylor65
 
Azure Data Factory presentation with links
Azure Data Factory presentation with linksAzure Data Factory presentation with links
Azure Data Factory presentation with links
Chris Testa-O'Neill
 
NTC 324 Education Specialist / snaptutorial.com
NTC 324 Education Specialist / snaptutorial.comNTC 324 Education Specialist / snaptutorial.com
NTC 324 Education Specialist / snaptutorial.com
McdonaldRyan154
 

Similar to launch_a_data_science_environment_in_oracle_cloud.pdf (20)

Using oracle12c pluggable databases to archive
Using oracle12c pluggable databases to archiveUsing oracle12c pluggable databases to archive
Using oracle12c pluggable databases to archive
 
Introduction to Stacki - World's fastest Linux server provisioning Tool
Introduction to Stacki - World's fastest Linux server provisioning ToolIntroduction to Stacki - World's fastest Linux server provisioning Tool
Introduction to Stacki - World's fastest Linux server provisioning Tool
 
Cloudera and Spark setup
Cloudera and Spark setupCloudera and Spark setup
Cloudera and Spark setup
 
Setting-Up Python Environment (Jupyter Notebook)
Setting-Up Python Environment (Jupyter Notebook)Setting-Up Python Environment (Jupyter Notebook)
Setting-Up Python Environment (Jupyter Notebook)
 
Docker: Containers for Data Science
Docker: Containers for Data ScienceDocker: Containers for Data Science
Docker: Containers for Data Science
 
Data Science Workflows using Docker Containers
Data Science Workflows using Docker ContainersData Science Workflows using Docker Containers
Data Science Workflows using Docker Containers
 
CloudMan workshop
CloudMan workshopCloudMan workshop
CloudMan workshop
 
Building Reproducible Network Data Analysis / Visualization Workflows
Building Reproducible Network Data Analysis / Visualization WorkflowsBuilding Reproducible Network Data Analysis / Visualization Workflows
Building Reproducible Network Data Analysis / Visualization Workflows
 
Automating hard things may 2015
Automating hard things   may 2015Automating hard things   may 2015
Automating hard things may 2015
 
Using Conda in Oracle Data Science.pdf
Using Conda in Oracle Data Science.pdfUsing Conda in Oracle Data Science.pdf
Using Conda in Oracle Data Science.pdf
 
Recipe 14 of Data Warehouse and Business Intelligence - Build a Staging Area ...
Recipe 14 of Data Warehouse and Business Intelligence - Build a Staging Area ...Recipe 14 of Data Warehouse and Business Intelligence - Build a Staging Area ...
Recipe 14 of Data Warehouse and Business Intelligence - Build a Staging Area ...
 
GCC 2014 scriptable workshop
GCC 2014 scriptable workshopGCC 2014 scriptable workshop
GCC 2014 scriptable workshop
 
Mastering VMware Datacenter Part-1
Mastering VMware Datacenter Part-1Mastering VMware Datacenter Part-1
Mastering VMware Datacenter Part-1
 
Open stack @ iiit hyderabad
Open stack @ iiit hyderabad Open stack @ iiit hyderabad
Open stack @ iiit hyderabad
 
The DuraCloud Workshop - Open Repositories 2015
The DuraCloud Workshop - Open Repositories 2015The DuraCloud Workshop - Open Repositories 2015
The DuraCloud Workshop - Open Repositories 2015
 
Oracle applications 11i hot backup cloning with rapid clone
Oracle applications 11i hot backup cloning with rapid cloneOracle applications 11i hot backup cloning with rapid clone
Oracle applications 11i hot backup cloning with rapid clone
 
Android datastorage
Android datastorageAndroid datastorage
Android datastorage
 
Netw 230 Success Begins / snaptutorial.com
Netw 230  Success Begins / snaptutorial.comNetw 230  Success Begins / snaptutorial.com
Netw 230 Success Begins / snaptutorial.com
 
Azure Data Factory presentation with links
Azure Data Factory presentation with linksAzure Data Factory presentation with links
Azure Data Factory presentation with links
 
NTC 324 Education Specialist / snaptutorial.com
NTC 324 Education Specialist / snaptutorial.comNTC 324 Education Specialist / snaptutorial.com
NTC 324 Education Specialist / snaptutorial.com
 

Recently uploaded

PyData London 2024: Mistakes were made (Dr. Rebecca Bilbro)
PyData London 2024: Mistakes were made (Dr. Rebecca Bilbro)PyData London 2024: Mistakes were made (Dr. Rebecca Bilbro)
PyData London 2024: Mistakes were made (Dr. Rebecca Bilbro)
Rebecca Bilbro
 
Do People Really Know Their Fertility Intentions? Correspondence between Sel...
Do People Really Know Their Fertility Intentions?  Correspondence between Sel...Do People Really Know Their Fertility Intentions?  Correspondence between Sel...
Do People Really Know Their Fertility Intentions? Correspondence between Sel...
Xiao Xu
 
Call Girls Hyderabad ❤️ 7339748667 ❤️ With No Advance Payment
Call Girls Hyderabad ❤️ 7339748667 ❤️ With No Advance PaymentCall Girls Hyderabad ❤️ 7339748667 ❤️ With No Advance Payment
Call Girls Hyderabad ❤️ 7339748667 ❤️ With No Advance Payment
prijesh mathew
 
Overview IFM June 2024 Consumer Confidence INDEX Report.pdf
Overview IFM June 2024 Consumer Confidence INDEX Report.pdfOverview IFM June 2024 Consumer Confidence INDEX Report.pdf
Overview IFM June 2024 Consumer Confidence INDEX Report.pdf
nhutnguyen355078
 
Telemetry Solution for Gaming (AWS Summit'24)
Telemetry Solution for Gaming (AWS Summit'24)Telemetry Solution for Gaming (AWS Summit'24)
Telemetry Solution for Gaming (AWS Summit'24)
GeorgiiSteshenko
 
Template xxxxxxxx ssssssssssss Sertifikat.pptx
Template xxxxxxxx ssssssssssss Sertifikat.pptxTemplate xxxxxxxx ssssssssssss Sertifikat.pptx
Template xxxxxxxx ssssssssssss Sertifikat.pptx
TeukuEriSyahputra
 
Call Girls Hyderabad (india) ☎️ +91-7426014248 Hyderabad Call Girl
Call Girls Hyderabad  (india) ☎️ +91-7426014248 Hyderabad  Call GirlCall Girls Hyderabad  (india) ☎️ +91-7426014248 Hyderabad  Call Girl
Call Girls Hyderabad (india) ☎️ +91-7426014248 Hyderabad Call Girl
sapna sharmap11
 
一比一原版(heriotwatt学位证书)英国赫瑞瓦特大学毕业证如何办理
一比一原版(heriotwatt学位证书)英国赫瑞瓦特大学毕业证如何办理一比一原版(heriotwatt学位证书)英国赫瑞瓦特大学毕业证如何办理
一比一原版(heriotwatt学位证书)英国赫瑞瓦特大学毕业证如何办理
zoykygu
 
一比一原版爱尔兰都柏林大学毕业证(本硕)ucd学位证书如何办理
一比一原版爱尔兰都柏林大学毕业证(本硕)ucd学位证书如何办理一比一原版爱尔兰都柏林大学毕业证(本硕)ucd学位证书如何办理
一比一原版爱尔兰都柏林大学毕业证(本硕)ucd学位证书如何办理
hqfek
 
一比一原版澳洲西澳大学毕业证(uwa毕业证书)如何办理
一比一原版澳洲西澳大学毕业证(uwa毕业证书)如何办理一比一原版澳洲西澳大学毕业证(uwa毕业证书)如何办理
一比一原版澳洲西澳大学毕业证(uwa毕业证书)如何办理
aguty
 
Drownings spike from May to August in children
Drownings spike from May to August in childrenDrownings spike from May to August in children
Drownings spike from May to August in children
Bisnar Chase Personal Injury Attorneys
 
saps4hanaandsapanalyticswheretodowhat1565272000538.pdf
saps4hanaandsapanalyticswheretodowhat1565272000538.pdfsaps4hanaandsapanalyticswheretodowhat1565272000538.pdf
saps4hanaandsapanalyticswheretodowhat1565272000538.pdf
newdirectionconsulta
 
How To Control IO Usage using Resource Manager
How To Control IO Usage using Resource ManagerHow To Control IO Usage using Resource Manager
How To Control IO Usage using Resource Manager
Alireza Kamrani
 
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
uevausa
 
06-18-2024-Princeton Meetup-Introduction to Milvus
06-18-2024-Princeton Meetup-Introduction to Milvus06-18-2024-Princeton Meetup-Introduction to Milvus
06-18-2024-Princeton Meetup-Introduction to Milvus
Timothy Spann
 
一比一原版南昆士兰大学毕业证如何办理
一比一原版南昆士兰大学毕业证如何办理一比一原版南昆士兰大学毕业证如何办理
一比一原版南昆士兰大学毕业证如何办理
ugydym
 
一比一原版马来西亚博特拉大学毕业证(upm毕业证)如何办理
一比一原版马来西亚博特拉大学毕业证(upm毕业证)如何办理一比一原版马来西亚博特拉大学毕业证(upm毕业证)如何办理
一比一原版马来西亚博特拉大学毕业证(upm毕业证)如何办理
eudsoh
 
Senior Engineering Sample EM DOE - Sheet1.pdf
Senior Engineering Sample EM DOE  - Sheet1.pdfSenior Engineering Sample EM DOE  - Sheet1.pdf
Senior Engineering Sample EM DOE - Sheet1.pdf
Vineet
 
一比一原版(UO毕业证)渥太华大学毕业证如何办理
一比一原版(UO毕业证)渥太华大学毕业证如何办理一比一原版(UO毕业证)渥太华大学毕业证如何办理
一比一原版(UO毕业证)渥太华大学毕业证如何办理
bmucuha
 
Sid Sigma educational and problem solving power point- Six Sigma.ppt
Sid Sigma educational and problem solving power point- Six Sigma.pptSid Sigma educational and problem solving power point- Six Sigma.ppt
Sid Sigma educational and problem solving power point- Six Sigma.ppt
ArshadAyub49
 

Recently uploaded (20)

PyData London 2024: Mistakes were made (Dr. Rebecca Bilbro)
PyData London 2024: Mistakes were made (Dr. Rebecca Bilbro)PyData London 2024: Mistakes were made (Dr. Rebecca Bilbro)
PyData London 2024: Mistakes were made (Dr. Rebecca Bilbro)
 
Do People Really Know Their Fertility Intentions? Correspondence between Sel...
Do People Really Know Their Fertility Intentions?  Correspondence between Sel...Do People Really Know Their Fertility Intentions?  Correspondence between Sel...
Do People Really Know Their Fertility Intentions? Correspondence between Sel...
 
Call Girls Hyderabad ❤️ 7339748667 ❤️ With No Advance Payment
Call Girls Hyderabad ❤️ 7339748667 ❤️ With No Advance PaymentCall Girls Hyderabad ❤️ 7339748667 ❤️ With No Advance Payment
Call Girls Hyderabad ❤️ 7339748667 ❤️ With No Advance Payment
 
Overview IFM June 2024 Consumer Confidence INDEX Report.pdf
Overview IFM June 2024 Consumer Confidence INDEX Report.pdfOverview IFM June 2024 Consumer Confidence INDEX Report.pdf
Overview IFM June 2024 Consumer Confidence INDEX Report.pdf
 
Telemetry Solution for Gaming (AWS Summit'24)
Telemetry Solution for Gaming (AWS Summit'24)Telemetry Solution for Gaming (AWS Summit'24)
Telemetry Solution for Gaming (AWS Summit'24)
 
Template xxxxxxxx ssssssssssss Sertifikat.pptx
Template xxxxxxxx ssssssssssss Sertifikat.pptxTemplate xxxxxxxx ssssssssssss Sertifikat.pptx
Template xxxxxxxx ssssssssssss Sertifikat.pptx
 
Call Girls Hyderabad (india) ☎️ +91-7426014248 Hyderabad Call Girl
Call Girls Hyderabad  (india) ☎️ +91-7426014248 Hyderabad  Call GirlCall Girls Hyderabad  (india) ☎️ +91-7426014248 Hyderabad  Call Girl
Call Girls Hyderabad (india) ☎️ +91-7426014248 Hyderabad Call Girl
 
一比一原版(heriotwatt学位证书)英国赫瑞瓦特大学毕业证如何办理
一比一原版(heriotwatt学位证书)英国赫瑞瓦特大学毕业证如何办理一比一原版(heriotwatt学位证书)英国赫瑞瓦特大学毕业证如何办理
一比一原版(heriotwatt学位证书)英国赫瑞瓦特大学毕业证如何办理
 
一比一原版爱尔兰都柏林大学毕业证(本硕)ucd学位证书如何办理
一比一原版爱尔兰都柏林大学毕业证(本硕)ucd学位证书如何办理一比一原版爱尔兰都柏林大学毕业证(本硕)ucd学位证书如何办理
一比一原版爱尔兰都柏林大学毕业证(本硕)ucd学位证书如何办理
 
一比一原版澳洲西澳大学毕业证(uwa毕业证书)如何办理
一比一原版澳洲西澳大学毕业证(uwa毕业证书)如何办理一比一原版澳洲西澳大学毕业证(uwa毕业证书)如何办理
一比一原版澳洲西澳大学毕业证(uwa毕业证书)如何办理
 
Drownings spike from May to August in children
Drownings spike from May to August in childrenDrownings spike from May to August in children
Drownings spike from May to August in children
 
saps4hanaandsapanalyticswheretodowhat1565272000538.pdf
saps4hanaandsapanalyticswheretodowhat1565272000538.pdfsaps4hanaandsapanalyticswheretodowhat1565272000538.pdf
saps4hanaandsapanalyticswheretodowhat1565272000538.pdf
 
How To Control IO Usage using Resource Manager
How To Control IO Usage using Resource ManagerHow To Control IO Usage using Resource Manager
How To Control IO Usage using Resource Manager
 
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
一比一原版加拿大渥太华大学毕业证(uottawa毕业证书)如何办理
 
06-18-2024-Princeton Meetup-Introduction to Milvus
06-18-2024-Princeton Meetup-Introduction to Milvus06-18-2024-Princeton Meetup-Introduction to Milvus
06-18-2024-Princeton Meetup-Introduction to Milvus
 
一比一原版南昆士兰大学毕业证如何办理
一比一原版南昆士兰大学毕业证如何办理一比一原版南昆士兰大学毕业证如何办理
一比一原版南昆士兰大学毕业证如何办理
 
一比一原版马来西亚博特拉大学毕业证(upm毕业证)如何办理
一比一原版马来西亚博特拉大学毕业证(upm毕业证)如何办理一比一原版马来西亚博特拉大学毕业证(upm毕业证)如何办理
一比一原版马来西亚博特拉大学毕业证(upm毕业证)如何办理
 
Senior Engineering Sample EM DOE - Sheet1.pdf
Senior Engineering Sample EM DOE  - Sheet1.pdfSenior Engineering Sample EM DOE  - Sheet1.pdf
Senior Engineering Sample EM DOE - Sheet1.pdf
 
一比一原版(UO毕业证)渥太华大学毕业证如何办理
一比一原版(UO毕业证)渥太华大学毕业证如何办理一比一原版(UO毕业证)渥太华大学毕业证如何办理
一比一原版(UO毕业证)渥太华大学毕业证如何办理
 
Sid Sigma educational and problem solving power point- Six Sigma.ppt
Sid Sigma educational and problem solving power point- Six Sigma.pptSid Sigma educational and problem solving power point- Six Sigma.ppt
Sid Sigma educational and problem solving power point- Six Sigma.ppt
 

launch_a_data_science_environment_in_oracle_cloud.pdf

  • 1. Launching a Data Science Environment on Oracle Cloud Infrastructure By Nicholas Toscano
  • 2. 1. Open the Resource Manager 2. Create a Data Science Stack 3. Create a Data Science Project 4. Create a Notebook Session 5. Start a Notebook Session 6. Install a Pre-Configured Conda Pack 7. Launch an Example Notebook Steps to Launch a Data Science Environment
  • 3. Open the OCI Resource Manager Fast deploy a data science environment via the Resource Manager. Use a pre-created stack.
  • 4. Create a Data Science Stack Select the Data Science Service. This will provision Data Science and its prerequisites. Go ahead and select the option to create one or more notebooks. Use an E2.8 or a GPU2.1
  • 5. Create additional notebooks as required. 1 notebook can hold multiple data science projects, environments and kernels. You can store some data in the notebook (not recommended) or call data from REST. Set up ADW storage. Create a Data Science Project
  • 6. Create a Notebook Session Launching through Resource Manager will provide you with options for conda packs and notebook examples. Remember this is a Python 3 environment. Launching conda packs will give you alternative kernels.
  • 7. Install a Pre-Configured Conda Pack Environment Explorer contains preconfigured conda packs. Start with: General Machine Learning for CPUS/GPUS Run in terminal: CPU: $ odsc conda install -s mlcpuv1 GPU: $ odsc conda install -s mlgpuv1
  • 8. Review Pre-installed Libraries Use ‘pip freeze’, ‘conda list’, or ‘conda env –n base’ list to view the managed libraries in base environment. You can run an update to make sure the versions are complete. You can install libraries that are not present.
  • 9. Launch an Example Notebook Start with Binary Classification. Go over ADS. You can retain or save your notebooks in the File Browser. SHUTDOWN YOUR SERVICES WHEN YOU DONE
  • 10. END