Data Science Methodology (IBM)

Compleated another certificate realted to data Science. This was was step by step explainaiton of the whole procedure of a Data Science project. It showed the pattern as a whole instead of goind too much deep into how each operation is being done. In the discussion coloum of the IBM portal some students found it way too eazy, whereas the idea of working with so much data and numbers on a excell sheet in future overwelmed me a bit.

So finally I overcame my fears and compleated this bit and here is the link to flaunt on another certificate from IBM

https://coursera.org/share/728d9ea3de111e743bf30d7be0dd2050

Yes I also love the badging system by IBM and I have three digital version collected till now.

Link: https://www.credly.com/badges/ac38f9af-f9ac-459c-a909-3052efd041f6/public_url

Or the whole collection at https://www.credly.com/users/tapish-dongre/badges

Hope I can add more in the future months.

Year 2021 is looking promising. See you in the next post or next life….

Cheers

Tapish

Tools for Data Science

In this article, I am just documenting my journey of learning Data Science. Currently, I have completed Course 2 of the IBM Data Science Professional Certificate titled “Tools for Data Science”

I have currently two digital badges from IBM to flaunt on this Digital Universe

The link to the Badges is:

  1. Data Science Orientation

https://www.credly.com/badges/82b8daa6-9d94-4ea5-a7ed-1dcd78accc91

2. Tools for Data Science

https://www.credly.com/badges/e8119c02-2b2f-4fdd-852e-bab85cc64bfa

Now Coming to the main part of this article. The final takeaway of this course was the final assignment learned in week 4 of the course where we executed the learning of different Markdowns (i.e Fonts / Caligraphy in Coding). This has complied in a Jyupter Notebook made inside Waston Studio provided by IBM. I am sharing a link to my work as this would be the first-ever task I managed to pulled of in my Data Science journey. (I know I know in the future I will laugh that I shared a barely minimum sill level task but it is just the start of a big Marathon thus I thought the smaller achievements are worth a share)

The link to my work is :

https://eu-gb.dataplatform.cloud.ibm.com/analytics/notebooks/v2/86e5b12c-d95a-4038-9873-35835cafb4d8/view?access_token=486577407cc406a91d70ef53ec197f2ba50cb70e79295bbd588de37513a605c0

Hey I can also share my Completion certificate now, the link to my Certificate is :

https://coursera.org/share/27abd5146bfe79343b0fe0e678b289b8

Hopefully, more Certificates, as well as projects, would come in the future to flaunt my skills thus do sign up / follow /Subscribe or bookmark this website to get further updates posted as and when I learn new cool stuff.

Thanks

Tapish

Jupyter Notebooks on the Internet

Copy of Original Article by “Romeo Kienzler” in IBM Data Science Course

There are thousands of interesting jupyter notebooks available on the internet for you to learn from. One of the best sources is: https://github.com/jupyter/jupyter/wiki/A-gallery-of-interesting-Jupyter-Notebooks

It is important to notice that you can download such notebooks to your local computer or import them to a cloud based notebook tool so that you can rerun, modify and follow along what’s explained in the notebook.

Very often jupyter notebook are already shared in a rendered view. This means, that you can look at them as if they were running locally on you machine. But sometimes, folks only share a link to the jupyter file (which you can make out by the *.ipynb extention). In this case you can just grab the URL to that file and past it to the NB-Viewer => https://nbviewer.jupyter.org/

The list above gives you a very nice start with a huge collection of materials to explore. Therefore it’s maybe more useful to give you some pointers to interesting notebooks. As we have covered some toy examples with toy data in the labs, let me just point to some work which uses these data and goes further down the road of data science. In addition, as we’ve covered the different tasks in data science we’ll also provide an exemplar notebook for each of those.

First you start with exploratory data analysis, so this notebook is highly recommended to have a look at: https://nbviewer.jupyter.org/github/Tanu-N-Prabhu/Python/blob/master/Exploratory_data_Analysis.ipynb

For data integration / cleansing at a smaller scale, the python library pandas is often used. Please have a look at this notebook: https://towardsdatascience.com/data-cleaning-with-python-using-pandas-library-c6f4a68ea8eb

If you want to already experience what clustering is, have a look at this: https://nbviewer.jupyter.org/github/temporaer/tutorial_ml_gkbionics/blob/master/2%20-%20KMeans.ipynb

And finally, if you want to go for a more in-depth notebook on the iris dataset have a look here: https://www.kaggle.com/lalitharajesh/iris-dataset-exploratory-data-analysis

“I have just kept a copy of this page on my website as a personal note that this infomation is useful and I should read the individual links in my free time.” – Tapish Dongre

Creative Markdown Cheatsheet

While practicing work on Jupyter Notebooks there are many fancy ways to write a code markdown. Markdown are like Headings, Titles and Subtitles in a code which are not executed in while we run the programme. These Markdowns are only there to guide the reader of what the code is about or explain the code step by step or add hint or comments.

There is a cheat sheat to guide us through the variety of Markdown styles. I will provide the link to original post so that the credit goes to the content creator rather than just copy pasting the styles in this web page.

This link to the Markdown Sheet is: https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet

Hope to share more info about Data Science as and when I learn about it.

Regards

Tapish

The “Wants” but Not the “Needs”

Sitting, working or study at “home” I am daily bombared with many commercial adds. Tapping deep down to my insecurity or just touching the peak of my craving curve. These adds, target the basic choice of a person. Though I am learing Data Science and I am hopeful to be on the other side of the imaganary line where I will be making software and Data Analysis platforms that can predict a model or some behaviourial pattern. But currently on primitive side of the imaginary line, these “Wants” are of a big distraction.

Thus instead of giving on to those Wants” I am just making another list here with pictures of all the things I want, instead of the ones I actually need.

  1. Playstation Five PS5

Its been pending since the start of the year. Probably the lack of availabilty in the current market makes it more desirable. I currenlty have a PS4 and probaly more than 100 games. Actually exactly 121 Games (I just checked my list) and out of that more than 50 are my Retirement Plan Games. Still the Craving for buying a PS5 is an itch difficult to get out of.

Play Station Five PS5

2. An M1 Apple

This is an expensive one as well thus more difficult to decide on one. Since the annouce of M1 processor and my Professor suggesting me to buy a mac to do Data Science instead of the Windows I am use to. I am actually confused between the two. Should I go for a Mac Mini which is equaly powerful as the Mac Book Pro using an M1 Processor.

Mac M1 Machines

3. Nintendo Switch (unpatched)

Since the time I learned that Nintendo switch can be homebrewed I wanted one my hand. I knew only the first generation can be modified without the use of a soildering skills that I do not have now. I wanted to try out the what all a small platformer can do with modifying its softwares

Nintendo Switch with Atmosphere Installed in it

4. Back Massager

This is the one craving I am ready to give into. Spending at least 8 hours on chair in front of my system, this is the one thing I am eager to buy as soon as possible. I have see the cheaper model of Massaging Instrumentation at nearest Kmart and I guess this is the one on my bucketlist before Dec 2021. The craving started when I went to one of my freinds’ (MJ’s) house warming party and used a similar model kept on his dinning chair.

Back and Thigh Massager

5. A portable Vaccume Cleaner

One of my household duty is to keep the house clearn or at least Vaccume it once a week. My current vaccume clearns is eons old and thus I wanted to upgrade it from past month. Though I am very keen to upgrade to a Codless vaccume cleaner but comparing its power and runntime only being 20 minutes, I would probably buy a Chorded one.

I-Vac X20 Stick Vaccume Cleaner

6. Go Pro Camera

I know I know my list is mostly of electric and electronic cravings but an Action Cam is one on my list from a very long time. Especially since the time I learned that the new Go_Pro Hero 9 has inbuild image stabilization and thus even if you walk and capure something, the video comes without any shakes even on 4k 60 frames per second.

Go Pro Hero 9

7. Google Pixel 6

I wanted to upgrade my mobile(Moto G9 Plus) since last November which it got its first crack on its screen within first month of its purchase. The warrenty did not cover the glass damage and though its a good working mobile still it was not the first choice at the time of purchase. I have used a Pixel 3 and I am aware of the Google Phone performance thus would like to switch back to it as and when possible and not being heavy on my pocket.

Google Pixel 6

8. iPad Pro

This is another latest crave arised when making Mathematics Videos on my Youtube Channle. I recently started a journey of Revisting the NCERT/CBSE mathematics books from Class 1 to 12 ( link: https://www.youtube.com/watch?v=kFRKyUlm9dA&list=PLyLjJEJ59imz19Zh6qZIG5tZoC9oSQwYP ) While expaling anything on camera, many times I feel like there should be something which I can write on to show what I am thinking while explaining any maths problem This lead to search of devices with Pen capture and finally I landed on Ipad Pro which can do the job along with other stuff.

iPad Pro with Pen

9. Mirrorless Camera (Originaly Thought DSLR)

If/when I have a Go-Pro and Google Pixcel, I dont really need a good video capture device. But this list is not of the needs anyway. Thus I thought why not include the long awaited DSLR on my list. Currently the DSLR would be very heavy thus I switched on to the craving of possessing an Mirrorless with 4k 60 to 120 fps caputre and that is only possible in a camera ranging way above my pocket range. Cannon R5 or R6 are on the market that caters that “want”

Cannon R6

10. 4k Laser Projector

It was either this or a 75 inch TV. But in house if we really want the Theater Kinda feeling then a 4K Laser project is something I would plan for when I will buy a house of my own.

4k Laser Projector

All the images used in this post belong to their respecive creators fond on the web. My list could have been longer but currently all togher they have crossed my annual earning already. Thus even to think more I have to first expand my pocket or source of earning then dream upon making the Sand Castel.

If in your dream purchase list matches mine, please do write it on the comment section below. And if my list gets updated, either I will update this one with more items or just make another list next year.

Till then, be in touch…

See you on the other side !!!

Tapish Dongre

Skills Vs Challenge

World used the television series How I Met Your Mother as an Comedy entertainment option to relax after a stressful day. But back in India, I used this as something a simulating model of how the behaviourial pattern would be if/when I would get a chance to visit or live in some other country. Back then it was a platform to learn about other cultures. Fast forward 10 years down the line, I actually got a chance to study and live in Australia. Though the series dose not exactly mimic actual life living in land outside India, but it was like a starter/refreshment course for us to actually understand a little bit of western culture, their problems, way of thinking and what can or cannot be done in a day to day life.

In the same series a character named “Barney Stinson” played by Neil Patrick Harris used a graph called “Hot vs Crazy” to define or explalin in general that a person can tollerate as much as crazyness of girl/woman as much Hot she is. Definatly I am not trying to justify any objectification of any gender as the graph was used only for a comic purpose which in their fictional world made some sense. Comming back to reality, I found another graph which relate to Challenge vs Skills origally observed in “Finding Flow by Mihaly Csikszentmihalyi”

Finding Flow by Mihaly Csikszentmihalyi

This Graph I can actually realte to while I am studing Data Science or Working on any Project.

For a simple task like washing utensils, the skil level is low, and the challege is low, so I sometimes get into wonderland in my own mind.

Where as Studing Diffrential Calculus where I have less skill and being a highly challenging task for me gives me Anxiey and I try to quit or find excuses to postponed the task.

Current target is not directly aim for flow, but to at least be in the Relaxation or Control zone while gaining more knowledge.

Please do wrte in comment section below what state of mind you are while currenlty doing any task in your current life stage. Hopefully we can share strategies to overcome our hurdles with collective information and experience.

Best regards

Tapish

Completed “Push-UP Challenge” to support Mental Health Awareness

The year 2021 looks like the year of achievements. Though financially I am dried up, but in other realms, I am super active. One such thing I participated in was in June 2021 for the first 25 days. The target was given a big number Three Three One Eight, representing the number of people who committed suicide in the year 2019.

My first response was that is impossible. I had preconceived views of some of the past Australian channels reporting that “if they did the 3318 pushups even spread throughout the month, they would gain good muscles and a fit body.” But actually accepting a challenge and then performing it would be a tough job for them as well.

I thought let us try it anyway. What’s there to lose anyway. (except the 100 kg weight I have gained all over the past 6 years 😛 )

So I registered, download the app, and started from Day 1 (1st June 2021).

The app and website were synchronized that whatever I actually performed and reported on the app was well reflected on the website as well. Link https://www.thepushupchallenge.com.au/pushuperer/177159

Then there was a fundraiser. Being cash poor, I was not able to contribute myself but along with that being concerned for the many International communities I was in contact with who were struggling in Covid last year, it did not seem fair for me to even ask for any money. Thus the fundraiser part of the challenge was a big No-No for me.

Still, somehow I wanted to contribute to the challenge. It was either a guilt trap or actual concern, that I thought I could at least contribute towards the awareness part of the whole challenge initiative.

So I took my camera, learned more about OBS studio, and started recording the already available daily mental health facts which were released on daily basis throughout the challenge days. My target there was if I was able to translate the given text from English to Hindi, that would be a good use of my skills as well as even the Hindi-speaking audience would be able to be aware of what is going on Push-Up challenge.
Link to videos: https://youtu.be/Xo8D2WNuGSc

So day after day the videos were being posted and that encouraged me to keep continuing to do the push-up as well.

During the challenge, I learned so many new terms, actions, and numbers representing the local and national relations with stress, depression, and suicidality.

So finally today I got my certificate of completion and thought to do a little show-off post it here.

#PushForBetter

Overall I would like to say 3318 is a relatively big number, both for doing the push-up as well as the number of the actual human being losing their lives due to various reasons related to mental health. I wish this number is reduced in the coming years and a better mental health support system is built not only in Australia but throughout the world.

Signing off for now and keen for the next challenge in life, this time probably a 42.19 km marathon next year.

Kind Regards

Tapish

The PS4/PS5 Games I am really looking forward to…

Since the start of year 2021, I am trying my best to keep my interest in the Distance Learning “DATA SCIENTIST” course that I singned up for. But as distractions keep comming in my mind, I would like to make note of this particular distraction in an organised fashion. As as the title suggest, these are the Play Station Games I am keen to play in near future or when so ever I get my hands on them.

  1. Spider Man : Miles and Morales
  2. Black Myth: Wukong
  3. Hogwarts Legacy
  4. Resident Evil Village
  5. God of War: Ragnarok

This list is so made that I stop buying any un-necessary games that keeps attracting me on the next EB games sale or any other price drop that may happen ever two months. Apart from this, I already have a big list of unplayed PS3, PS4 and PC titles in my collection that are getting dusted and re-shelf every time I grab a vaccume clearner.

If you are keen to know the list of games in my cup-board, just ping a message or like the post. I will create that list and post it on this website soon.

Cheers

See you next post or next life, whichever comes first.

R resources (Recommended by Dr Rafael A Irizarry on EdX)

Online R resources:

2021 Data Science Learning List

This is just personal list, and it will be completely your choice if you follow the tract or choose your own. So for only this article, it will be like a personal mental note, just instead of mental memory, I am saving it on a wordpress blog.

  1. Professional Certificate of Data Science A$1,050

This I would like to complete form edx platform and that to specifically HarvardX instructors. It was recommend by my supervisor (Dr. Kiran Thapaliya). And I turst his judgement on this specical course.

https://www.edx.org/professional-certificate/harvardx-data-science

I am aware that it uses R instead of the popular and growing Python or Julia, but most of the reseach universities I was in contact with are stil using R at many Data Analysis. Also, this programme has affiliated certificate rather than the world famous DataCamp which is good(actually excellent) for practice.

2. Data Analysis for Genomix. A$592

I recently went for an online interview where the proejct involved “Blood Methyliation Data.” I was intrested in the concepts and reseach happeing around use of Genetic Data. Thus this course was my choice.

https://www.edx.org/professional-certificate/harvardx-data-analysis-for-genomics

3. Data Analysis for Life Scientist. A$830

I know, I know the above two covers the most fo the topic relevent to be ready for the Data Scientist, but I wanted to fill in the gaps and have hands on experiecne on more projects.

https://www.edx.org/professional-certificate/harvardx-data-analysis-for-life-sciences

Finally I would like a little bit help form all your readers. The thing is in India we have a saying of “LOG KYA KAHENGE?” translated to “What Will PEOPLE Say?”.

I watnted to use this negative satement into a positive motivation and request you all to keep asking me time to time about my progress like an Indirect Online Supervison. I would do the hardwork, I just need your support to keep me motivated.

I will upload my learing journey vlogs (mostly in Hindi) in on a fresh channel

https://www.youtube.com/channel/UC9i_djc8xECaDTQyMqKNSuQ

Please consider subscribing. And hope to see you there.

Best Regards

Tapish Dongre