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2ND 24.07.2026 MR CHANDRA KUMAR SHORT-TERM COURSE ON AI — Transcript · YTtoTranscript

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2ND 24.07.2026 MR CHANDRA KUMAR SHORT-TERM COURSE ON AI

MM-TTC, RDVV, Jabalpur · 1,653 words · 8 min read · EN

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Below is the complete, readable transcript of 2ND 24.07.2026 MR CHANDRA KUMAR SHORT-TERM COURSE ON AI by MM-TTC, RDVV, Jabalpur on YouTube. Read the full text, copy any part you need, or generate a transcript for any video with our free tool.

data analysis for the collab now I'm going to share my screen. I hope everybody could able to do the PPT with the help of collab. Confirm me in the chat box. How many could able to do it? Any difficulties? So many of you raised a hand. Do you have any doubts?

Come again madam.

Yeah, yeah, yeah. Okay, okay madam. Thank you so much. Now we will proceed with the data analysis part here. I'm going to open the data analysis part here in the collab.

Then what you can able to do?

>> Yes sir, I think I have prepared a PPT but while doing the same I clicked on to the agent mode. And somehow it is asking for the billing. >> No, no, no madam. >> I'm not able to remove it sir. How to do it? >> Sorry madam, just close that window and

open Google AI studio and select Gemini. That's all. >> Okay. Thank you. >> So friends, I think you could able to open this page and you are ready, right? This is what the procedure. This is the page. I think everybody could able to reach to this page collab.research.google.com. Give me a confirmation. Then we will going to

click on the folder in the left hand side icon. Folder they got it? >> [snorts] >> Folder they get it back. >> They could easily get by.

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folder Total take second delay local Can you able to see upload? to a session storage You can call the data directly from any offline. Or you can able to call the data which is already there in the I mean I will be data available add to Gemini look to my screen very carefully. I will

be able to get it by the way. Can you able to see add to Gemini? I will delete Can you able to see blue color? add to Gemini. Now you need to write provide the possible upload possible machine learning predictions predictions along with the data visualization Can you able to see this option now?

Provide the possible machine learning predictions. Data analysis may over data is meant not only analysis. Data is meant for predictions. Data is meant for forecasting. Data should speak to you. And you may ask I will going to do all the analysis from here. Does my Do we need NVO? Name any analysis. Let us try to achieve

with the help of this platform. data I will go inside analysis tell you suppose It is relevant to the data then only it will going to work to your

Can you see? Some of the things it will going to ask it will going to you need to keep on accept and run. As soon as we did it, can you able to see the plotting here?

Even for our data also it is possible. I'll going to upload once I This is a preloaded data and your data also possible to do the data analysis part. One is for PPT, one is for data analysis, for predictions it is useful. Collab is not what for what not. It can be used for many

things. Can you able to see visualization and calculate the mean absolute error of the current model. Try a random forest regressor to improve the prediction accuracy. Create a residual plot to further analyze the model errors. Can you able to see this? What is suggesting? Anybody is there in Yes, madam. >> I I'm not able to see the gem a icon.

>> Madam, if you scroll your mouse there, you have to click on add to Gemini. >> Sir Sir, I have sample data. >> Mhm. >> Uh till that I have reached. >> Uh madam, in sample you there is a beside if you click on this download arrow, you're going to see this kind of

data. Then you're going to see a Gemini add to Gemini. >> All right, sir. >> Okay, madam. Then you have to write the what I've given as a prompt. You can download all these data. Is this publication ready? Is this plagiarized? Yesterday I was the same question. Suppose a person hyper parameter key.

It is your data, your work. Then you're going to get it and you can put it inside your publication.

>> So, this is like data or e-news, but in cloud. >> Uh madam, yes, absolutely. I do agree with that. Let me tell you one more thing. You can also generate a code to directly targeting the analysis. By putting I'll I've already shown you connect your data with the Google Drive with the URL of your choice. That is a Google

Sheet URL. I'll going to show tell you how it can be done. For example, this is a URL. This is a URL. You all agree? This is a URL. Go to AI Studio and mention what you needed in collab code to perform the analysis. It will going to directly provide you the code to get executed inside that sheet.

>> Okay. Sir, one more thing. California housing mean for 9 a.m. Gemini guy can >> Her teach my animal California housing test her or California housing anything anything you added and you perform that prompt which I shared it in the WhatsApp group. >> So, what are there is no where we are putting it.

>> I'm not telling about the data. Data is different here, but you need to I'm not telling this is a sample data. How I'm going to I'm going to able to upload my data. Let me upload my data. Can you able to see? I'm uploading my data here. Can you able to see this now?

>> Yes, sir. >> I'm going to add this to Gemini once this process got completed.

>> So, sir, that means in Colab we can uh we can work in Gemini as well. We need not to open a separate window for working on Gemini. >> No. >> It is inbuilt now. >> Inbuilt inbuilt. >> Okay. >> That's >> It is a Gemini as a co-pilot here. >> Okay. >> You can test as per your requirement and

you can test and you can do you can able to see perform hyper parameter tuning for random random forest model using grid search CV. This will help to find this optimal combination of parameter to potentially further improvement improve the prediction accuracy. I will set up a parameter grid. Can you able to estimator max feature and max depth?

Then fit the grid search CV to your training data.

>> Meanwhile it is loading, can you please tell me this when in we are doing some research, we always mention that we have used SPSS this version, etc. >> So, so easy now. >> Yeah, so we have to write that we have used Google Colab, right? >> Colab and the Python version if you used

and I used this Google Colab and I have executed the code to generate the charts. Suppose publisher will going to ask you to give you the option of what are the methods you applied? Provide me the original versions and what is the method you applied to get this? If they are going depth, you can answer to these

queries like this. >> Okay. So, next question is because thoda sa loading ka shed dikat a raha hai. Abhi aap ne jo data upload kiya tha woh center mein jo Gemini ka icon a raha hai wahan se kiya tha, right? >> Yes, madam. >> And uske baad abhi next step kuch nahi kiya.

>> Madam, dekhiye main shuru se kar raha hoon. Colab mein jaake colab.research.google.com mein jaayenge hum. New notebook ke paas click karne ke baad >> Yes. >> able to see? New notebook ke main click kar raha hoon main. New notebook ke paas click karne ke baad kya hoga? Aapke paas data upload karne ka ek option aayega.

Abhi main new notebook abhi idhar mera paas ek folder hai left hand side mein. Click on the folder. >> Mhm. >> Click on that particular folder. >> Mhm. >> Click on that particular folder and I'll going to manage and delete the old sessions here. One minute. I'll delete and delete other sessions. Terminate

other sessions. I'll going to click on this folder. It will take around 10-15 seconds to get load the folder here. Once it got connected, I will going to see the folder in left hand side. One second. Sir.

Friends, can you able to see this now? Sample data. >> Then you load any data here. Then, after that, provide the possible machine learning predictions. Predictions and provide the possible machine learning predictions and data analysis. >> Okay, sir. >> I'm going to click on this option. You're going to see this option. Friends, I'm going to share the steps to

you about Colab. You do this activity for 5 to 10 minutes. I'm going to share it. Just a minute, I'll be there. And let me give the Colab instructions to you. I'm going to share a Colab instruction also, Colab activity. Google Colab, somebody was asking how to do this Colab and all. I'm having a

step-by-step. I'm going to share this. Go through. I'll just be there within 5 minutes and be there in the meeting. I'll post it in the WhatsApp group as well as here, chat box.

Just I'll be there within 5 minutes. Just you perform the activity by going to Colab and do this analysis and get back to me with the results. Can you see this one? It is happening here. Accept and run. Just perform this activity. I'll be back. Just within 5 to 10 minutes. One minute.

>> All right. Yeah.

Yeah.

>> Mhm.