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!
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CSEC - Data Science
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!
All participants are required to use their full names when joining sessions.β
So please ensure this before joining the session.
So please ensure this before joining the session.
π5
π Data Handling with Pandasβ Daily Assignment
Your Day 3 assignment is now available.
π Access the task and start working on it. : Task Link
Make sure you attempt all levels based on your ability.
β οΈ Follow the instructions carefully and properly.
β° Deadline: Tomorrow at 23:59 (mid night)
Focus on writing clean, correct code and doing your best on each problem.
Stay consistent and donβt leave it to the last minute !
Your Day 3 assignment is now available.
π Access the task and start working on it. : Task Link
Make sure you attempt all levels based on your ability.
β οΈ Follow the instructions carefully and properly.
β° Deadline: Tomorrow at 23:59 (mid night)
Focus on writing clean, correct code and doing your best on each problem.
Stay consistent and donβt leave it to the last minute !
Google Docs
Task 3 Submission form
Use the link attached to access the details of the task: Task Link
CSEC - Data Science
π Data Handling with Pandasβ Daily Assignment Your Day 3 assignment is now available. π Access the task and start working on it. : Task Link Make sure you attempt all levels based on your ability. β οΈ Follow the instructions carefully and properly. β° Deadline:β¦
Hello everyone, The form is edited now. You can submit the demonstration video. For those of you who have already submitted, you can edit your responses.
Thank you!
Thank you!
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)
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@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
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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