Hello, hope everyone is having a great day!
Just a reminder, today's session will be at 03:00 night local time. Invites will be sent soon. Keep an eye out on your emails
Hope to see all of you!
Just a reminder, today's session will be at 03:00 night local time. Invites will be sent soon. Keep an eye out on your emails
Hope to see all of you!
π9π₯1
Hey everyone π
Please check your emails
an invitation has been sent.
If you didn't receive an invite, please inform us ASAP.
Make sure to check out your spam folder
Please check your emails
an invitation has been sent.
If you didn't receive an invite, please inform us ASAP.
Make sure to check out your spam folder
π3
π Final Project β Foundation Bootcamp Day 4
Your Day 4 Final Project is now available. This is it the real challenge!
π Submit your project here: https://forms.gle/KmEZqDpLWqv3dmHJ9
You'll be working with any dataset of your choice(Titanic is not allowed). Apply everything you've learned over the past 4 days Python, statistics, and Pandas and go beyond the basics. We're looking for multi-dimensional analysis, creative insights, and analytical maturity (aim for Level 4- 5 on the insight quality hierarchy).
Your submission must include:
- β A Python script (
- β A written summary with high-quality insights
- β Use of at least 5 advanced techniques (crosstab, correlation, percentiles, cohorts, ratios, etc.)
β οΈ Follow the instructions carefully. Code that doesn't run or analysis that stops at
β° DEADLINE: Monday, April 13 at 12:00 AM (midnight)
This is your chance to prove you're ready for the bootcamp. Show us your thinking not just your code.
Stay consistent and don't leave it to the last minute! π
Your Day 4 Final Project is now available. This is it the real challenge!
π Submit your project here: https://forms.gle/KmEZqDpLWqv3dmHJ9
You'll be working with any dataset of your choice(Titanic is not allowed). Apply everything you've learned over the past 4 days Python, statistics, and Pandas and go beyond the basics. We're looking for multi-dimensional analysis, creative insights, and analytical maturity (aim for Level 4- 5 on the insight quality hierarchy).
Your submission must include:
- β A Python script (
.py) or Jupyter notebook (.ipynb)- β A written summary with high-quality insights
- β Use of at least 5 advanced techniques (crosstab, correlation, percentiles, cohorts, ratios, etc.)
β οΈ Follow the instructions carefully. Code that doesn't run or analysis that stops at
.describe() will not meet the bar.β° DEADLINE: Monday, April 13 at 12:00 AM (midnight)
This is your chance to prove you're ready for the bootcamp. Show us your thinking not just your code.
Stay consistent and don't leave it to the last minute! π
Google Docs
FINAL PROJECT
For complete project description checkout the ppt for the last session here is the link https://t.me/csec_datascience/29
DEADLINE APRIL 13 12:00AM ( 6:00 LT)
DEADLINE APRIL 13 12:00AM ( 6:00 LT)
π₯12π₯°4β€1
@S
π Final Project β Foundation Bootcamp Day 4 Your Day 4 Final Project is now available. This is it the real challenge! π Submit your project here: https://forms.gle/KmEZqDpLWqv3dmHJ9 You'll be working with any dataset of your choice(Titanic is not allowed).β¦
We won't accept any kind of delay on the submission, and we won't reconsider that either β
So use your time wisely, you got this! πͺπͺ
So use your time wisely, you got this! πͺπͺ
π₯7
@S
π Final Project β Foundation Bootcamp Day 4 Your Day 4 Final Project is now available. This is it the real challenge! π Submit your project here: https://forms.gle/KmEZqDpLWqv3dmHJ9 You'll be working with any dataset of your choice(Titanic is not allowed).β¦
Guys, above everything else, the way you extract insights and discuss them is invaluable. So, give that emphasis.
Forwarded from CSEC ASTU
β¨ Happy Ethiopian Easter! β¨
Wishing entire Christian families a joyful and peaceful Ethiopian Easter filled with happiness, love, and spiritual blessings.
α₯αα³α αα₯ααα α΅αα³α€α α α°αα α α°α¨α³α½α! π
Happy Easter to everyone celebrating! π
π₯ Join us:
π LinkedIn
π¬ Telegram
βΆοΈ YouTube
#CSECASTU #EthiopianEaster #HappyHoliday #Celebration #Joy #Community
Wishing entire Christian families a joyful and peaceful Ethiopian Easter filled with happiness, love, and spiritual blessings.
May the light of the resurrection bring new beginnings, success, and endless smiles into your lives. π€
α₯αα³α αα₯ααα α΅αα³α€α α α°αα α α°α¨α³α½α! π
π₯ Join us:
π LinkedIn
π¬ Telegram
βΆοΈ YouTube
#CSECASTU #EthiopianEaster #HappyHoliday #Celebration #Joy #Community
β€12
π Bootcamp Advancement Announcement
Weβre excited to announce that a select group of participants has successfully progressed from the Selection Phase to the Bootcamp.
After careful evaluation, 50 students have advanced to the next stage.
π View the full list of selected participants here:
[Notion Link]
π Selection Criteria
Strict Requirements (Immediate Disqualification if not met):
Evaluation Metrics (Used for Ranking):
These metrics were assessed across all sessions (including checkpoints and tasks). After aggregating the results, the top 50 participants were selected to advance to the Bootcamp.
π Whatβs Next
π First Bootcamp Session: Friday, April 17, 2026
β° Time: 9:00 PM
π» Mode: Online
Selected participants will receive calendar invites with full details.
π’ Additional Note
CSEC members who have been actively participating during the selection phase are also accepted into the Bootcamp. If you do not see your name on the list, please contact the division members for correction.
π Final Note
We sincerely appreciate everyone who dedicated their time and effort. In such a short period, youβve demonstrated meaningful growth - from building foundational skills to applying them in practical tasks, and that progress is something to be proud of.
If youβve been selected - congratulationsπ
If not - recognize how far youβve come, keep pushing forward, and continue building on this momentum using the many resources available online.
Thank you.
Weβre excited to announce that a select group of participants has successfully progressed from the Selection Phase to the Bootcamp.
After careful evaluation, 50 students have advanced to the next stage.
π View the full list of selected participants here:
[Notion Link]
π Selection Criteria
Strict Requirements (Immediate Disqualification if not met):
- Must submit the Final Task
- Must have at least one attendance recorded per session (Since 3 attendances are typically recorded per session, at least one must be present to account for possible internet issues.)
Evaluation Metrics (Used for Ranking):
- Checkpoints and their accessibility
- Demonstration videos (clarity and depth of explanation)
- Meeting deliverable requirements
These metrics were assessed across all sessions (including checkpoints and tasks). After aggregating the results, the top 50 participants were selected to advance to the Bootcamp.
π Whatβs Next
π First Bootcamp Session: Friday, April 17, 2026
β° Time: 9:00 PM
π» Mode: Online
Selected participants will receive calendar invites with full details.
π’ Additional Note
π Final Note
We sincerely appreciate everyone who dedicated their time and effort. In such a short period, youβve demonstrated meaningful growth - from building foundational skills to applying them in practical tasks, and that progress is something to be proud of.
If youβve been selected - congratulationsπ
If not - recognize how far youβve come, keep pushing forward, and continue building on this momentum using the many resources available online.
Thank you.
Samuel Kenoβs Notion on Notion
Bootcamp Accepted Members | Notion
Ashenafi Deresa
π2β‘1β€1π1
π Hey ASTU Students!
Whether you were selected for the bootcamp or not, this is not the end of your journey itβs just the beginning.
At CSEC ASTU Data Science Division, we believe that dedication and consistency matter more than anything. Even if you didnβt make it into the bootcamp, you still have a special opportunity to join us and grow your skills in data science.
π‘ The door is open for those who are committed, curious, and ready to learn.
π Take the first step here:
https://www.wqu.edu/adsl-apply
π Stay updated, build your skills, and connect with global opportunities through WorldQuant. The path may look different for everyone but those who stay consistent always find their way.
π₯ Big opportunities are waiting to join CSEC ASTU Data Science Divisionβdonβt miss yours.
Whether you were selected for the bootcamp or not, this is not the end of your journey itβs just the beginning.
At CSEC ASTU Data Science Division, we believe that dedication and consistency matter more than anything. Even if you didnβt make it into the bootcamp, you still have a special opportunity to join us and grow your skills in data science.
π‘ The door is open for those who are committed, curious, and ready to learn.
π Take the first step here:
https://www.wqu.edu/adsl-apply
π Stay updated, build your skills, and connect with global opportunities through WorldQuant. The path may look different for everyone but those who stay consistent always find their way.
π₯ Big opportunities are waiting to join CSEC ASTU Data Science Divisionβdonβt miss yours.
π₯4β‘1
CSEC - Data Science
π Bootcamp Advancement Announcement Weβre excited to announce that a select group of participants has successfully progressed from the Selection Phase to the Bootcamp. After careful evaluation, 50 students have advanced to the next stage. π View the fullβ¦
Reminder: The first Bootcamp session starts tonight at 9:00 PM via the calendar invite link
be ready to dive into the next stage of your learning journey!π
be ready to dive into the next stage of your learning journey!π
ππ₯ OFFICIALLY ACCEPTED β LAB MEMBERS π₯π
π Data Science Bootcamp
This is more than just a list of names.
These are individuals who chose growth over comfort.
Who showed up, stayed consistent, and pushed through every challenge even when they didnβt have to.
π‘ Lab members who didnβt just rely on their guaranteed spotβ¦
They earned their place with effort, resilience, and discipline.
π Letβs recognize them:
β¨ Iman Ibrahim
β¨ Lina Temam
β¨ Temkin Abdulmelik
β¨ Siham Yimam
β¨ Hawi Taye
β¨ Fenet Seifudin
β¨ Siham Kassim
β¨ Simret Adnew
β¨ Hanan Nuru
β¨ Tsion Birhanu
π You are OFFICIALLY ACCEPTED into the Data Science Bootcamp.
And more importantly youβve proven that you belong here.
Respect. π₯
π Data Science Bootcamp
This is more than just a list of names.
These are individuals who chose growth over comfort.
Who showed up, stayed consistent, and pushed through every challenge even when they didnβt have to.
π‘ Lab members who didnβt just rely on their guaranteed spotβ¦
They earned their place with effort, resilience, and discipline.
π Letβs recognize them:
β¨ Iman Ibrahim
β¨ Lina Temam
β¨ Temkin Abdulmelik
β¨ Siham Yimam
β¨ Hawi Taye
β¨ Fenet Seifudin
β¨ Siham Kassim
β¨ Simret Adnew
β¨ Hanan Nuru
β¨ Tsion Birhanu
π You are OFFICIALLY ACCEPTED into the Data Science Bootcamp.
And more importantly youβve proven that you belong here.
Respect. π₯
π8π₯4π1
CSEC - Data Science pinned Β«ππ₯ OFFICIALLY ACCEPTED β LAB MEMBERS π₯π π Data Science Bootcamp This is more than just a list of names. These are individuals who chose growth over comfort. Who showed up, stayed consistent, and pushed through every challenge even when they didnβt have to.β¦Β»
Forwarded from Mike
Hey guys!
Just a quick reminder that weβll be having our Second Session in person today @3LT.
π508, Lab2
See you all there!
Just a quick reminder that weβll be having our Second Session in person today @3LT.
Donβt forget to bring your PCs with you!
π508, Lab2
See you all there!
ASTU Data Science Bootcamp: Announcement of the Zindi Challenge
We are pleased to announce the launch of the ASTU Community Financial Inclusion Hackathon as part of our Data Science Bootcamp.
Challenge Details and Registration:
https://zindi.africa/competitions/astu-community-financial-inclusion-hackathon
Access Code:
Start Time:
The challenge will officially commence on Tuesday morning at 2:00 local time.
Eligibility:
This event is open toall ASTU community . Participants are required to register for the challenge to secure their participation.
Rationale for Participation:
* Apply data science skills to real-world financial inclusion challenges.
* Acquire hands-on experience with practical datasets.
* Compete and collaborate with fellow students.
Additional Opportunities:
We encourage all members to seize this opportunity to learn, compete, and contribute to impactful initiatives.
#DataScience #Hackathon #ASTU #CSEC #BuildingAItogether #CSEC_ASTU #ZINDI
We are pleased to announce the launch of the ASTU Community Financial Inclusion Hackathon as part of our Data Science Bootcamp.
Challenge Details and Registration:
https://zindi.africa/competitions/astu-community-financial-inclusion-hackathon
Access Code:
CSEC_ASTU_COMMUNITY_2018Start Time:
The challenge will officially commence on Tuesday morning at 2:00 local time.
Eligibility:
This event is open to
Rationale for Participation:
* Apply data science skills to real-world financial inclusion challenges.
* Acquire hands-on experience with practical datasets.
* Compete and collaborate with fellow students.
Additional Opportunities:
* A pathway to join the CSEC ASTU Data Science Division is available for students selected for the Bootcamp.
* Students who were not selected for the Bootcamp but have submitted their final Pre-Bootcamp project may also join the CSEC Data Science Division. Continued commitment to the learning journey is encouraged, as performance in this challenge will be evaluated for consideration.
We encourage all members to seize this opportunity to learn, compete, and contribute to impactful initiatives.
#DataScience #Hackathon #ASTU #CSEC #BuildingAItogether #CSEC_ASTU #ZINDI
π₯8β€3
We acknowledge that many participants selected random submissions which were not ranked according to their highest scores. To address this, we have established a Google Form for reconsideration.
If you were not ranked based on your best score, please complete the form and submit a screenshot of your submission displaying both your private and public scores.
The form remains open until Monday midnight.
https://forms.gle/WmfeFYBjHLrPfqZN8
If you were not ranked based on your best score, please complete the form and submit a screenshot of your submission displaying both your private and public scores.
The form remains open until Monday midnight.
https://forms.gle/WmfeFYBjHLrPfqZN8
π8
https://docs.google.com/document/d/1ksfHzbUbt_Kfpj1vXAr5-0mq3qjELqqkvhSVjuaSlnk/edit?usp=sharing
Data Science Acceptance Notice.
This communication pertains to the admission of new members to the CSEC ASTU Data Science division.
An announcement regarding the acceptance of existing lab members will be issued shortly. Please remain attentive to further updates.
Congratulations πππ
Data Science Acceptance Notice.
This communication pertains to the admission of new members to the CSEC ASTU Data Science division.
An announcement regarding the acceptance of existing lab members will be issued shortly. Please remain attentive to further updates.
Congratulations πππ
Google Docs
Acceptance Post
π Data Science Division Selection Announcement π Based on the overall bootcamp evaluation and participant performance on the challenge, the following members have been selected to join the Data Science Division. Congratulations to: β’ Ibrahim Eliyas β’ Salimβ¦
π₯6β€1
CSEC - Data Science pinned Β«https://docs.google.com/document/d/1ksfHzbUbt_Kfpj1vXAr5-0mq3qjELqqkvhSVjuaSlnk/edit?usp=sharing Data Science Acceptance Notice. This communication pertains to the admission of new members to the CSEC ASTU Data Science division. An announcement regardingβ¦Β»
CSEC - Data Science
https://docs.google.com/document/d/1ksfHzbUbt_Kfpj1vXAr5-0mq3qjELqqkvhSVjuaSlnk/edit?usp=sharing Data Science Acceptance Notice. This communication pertains to the admission of new members to the CSEC ASTU Data Science division. An announcement regardingβ¦
If your name is on this list and youβre on campus, youβre invited to attend our lab closing ceremony. It will be held at 8:00 in the afternoon.
β‘1π₯1