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Nairaland Forum / Science/Technology / Programming / Chronicle Of A Data Scientist/analyst (349301 Views)
Chronicle Of A Data/cloud Engineer / Net Salary For A Data Analyst Or Scientist Or Web Dev / Aspiring Data Scientist. (2) (3) (4)
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Re: Chronicle Of A Data Scientist/analyst by cochtrane(m): 10:57am On Jun 03, 2020 |
Dum20:I started with self learning. But now am taking some courses online (edX, dataquest and Datacamp) 2. What are the courses you took to get to this stage of competence.Not a lot. I don't even think am so competent just yet. Still work in progress. But most of the courses I have taken have been by myself, online. Scraping Nairaland was with BeautifulSoup, and I just used the documentation. 3. For how long have been in Data ScienceSix months, give or take. I have been learning python for 9 mnths. My background i am taking a Bussiness Intelligence course on Udemy. I have taken the statistics, SQL, Tableau parts of the course. I am just started the python section. But i still feel inadequate.Try to get into the act of doing, not only while you are watching the tutorials, but also at other times. Doing makes you learn a lot. Start with something that interests you. If you like Nairaland, you may actually start with that nairaland dataset. N.B. Can you give a step by step guide on how you got to final charts above.-Use jupyter notebook. Most of the libraries are pre-installed -Import the required libraries -Scraping was with beautifulsoup and you can consult the documentation online -used pandas to clean the data. It was very dirty. -Used seaborn to visualize the data. There are other options, including plotly. There are a lot of courses to study. I am wondering if i should stop for now and practice real life examples of the subjects i have learnt.Make sure to practice real-life examples. That's something you should always do. You can stop studying for now. Practice, and when you have challenges, go back to refer to your notes or to the videos. 11 Likes 1 Share |
Re: Chronicle Of A Data Scientist/analyst by lalasticlala(m): 11:06am On Jun 03, 2020 |
cochtrane:You tried 3 Likes 8 Shares |
Re: Chronicle Of A Data Scientist/analyst by Abcruz(m): 11:54am On Jun 03, 2020 |
@cochtrane Your data analysis is mind blowing keep it up bro! 6 Likes 1 Share |
Re: Chronicle Of A Data Scientist/analyst by cochtrane(m): 12:27pm On Jun 03, 2020 |
lalasticlala:haha ![]() Make I create new thread, make you put am for front page? At least, get "programming" noticed a bit. |
Re: Chronicle Of A Data Scientist/analyst by cochtrane(m): 12:27pm On Jun 03, 2020 |
Abcruz:Thanks. |
Re: Chronicle Of A Data Scientist/analyst by iCode2: 1:19pm On Jun 03, 2020 |
Cochtrane You're just 6 months into Data Science? Wow Can I pm you and probably talk on WhatsApp? 1 Like |
Re: Chronicle Of A Data Scientist/analyst by Toppytek(m): 1:51pm On Jun 03, 2020 |
Zabiboy: Haven’t used Tableau before but I doubt if Power Bi can go to this learnt in web scrapping. 1 Like |
Re: Chronicle Of A Data Scientist/analyst by cochtrane(m): 2:00pm On Jun 03, 2020 |
DivineGrace123:Thanks 4 Likes |
Re: Chronicle Of A Data Scientist/analyst by cochtrane(m): 2:01pm On Jun 03, 2020 |
iCode2:You could probably just ask questions here, so everyone can learn. 5 Likes |
Re: Chronicle Of A Data Scientist/analyst by uuspace(m): 2:19pm On Jun 03, 2020 |
Abcruz: I tell you. He is on another level. He thought outside the box. Seun should contact you for more analysis. |
Re: Chronicle Of A Data Scientist/analyst by Dum20: 2:25pm On Jun 03, 2020 |
[quote author=cochtrane post=90262126] I started with selfng learni Please can you explain more by starting with self learning. But now am taking some courses online (edX, dataquest and Datacamp) Not a lot. I don't even think am so competent just yet. Still work in progress. But most of the courses I have taken have been by myself, online. Scraping Nairaland was with BeautifulSoup, and I just used the documentation. Six months, give or take. I have been learning python for 9 mnths.Do you advise learning Python first before going into Data Science or study Data Science courses that have Python as part of the subjects to be learnt. Try to get into the act of doing, not only while you are watching the tutorials, but also at other times.Can you give example? Most of the courses have exercises. Doing makes you learn a lot. Start with something that interests you. If you like Nairaland, you may actually start with that nairaland dataset. -Use jupyter notebook. Most of the libraries are pre-installed -Import the required libraries -Scraping was with beautifulsoup and you can consult the documentation online -used pandas to clean the data. It was very dirty. -Used seaborn to visualize the data. There are other options, including plotly. Make sure to practice real-life examples.Can you suggest where to get real life examples? Thanks for your answers so far. |
Re: Chronicle Of A Data Scientist/analyst by Dum20: 2:28pm On Jun 03, 2020 |
lalasticlala: Lala can you push some threads in the programming section to first page once in a while |
Re: Chronicle Of A Data Scientist/analyst by Zabiboy: 3:10pm On Jun 03, 2020 |
Toppytek: Yeah thats true... Both can't web-scrape ![]() I'll work out a means ![]() Would post it here when i'm done ![]() 3 Likes |
Re: Chronicle Of A Data Scientist/analyst by lalasticlala(m): 3:36pm On Jun 03, 2020 |
Dum20: Yes if there are interesting ones 1 Like 6 Shares |
Re: Chronicle Of A Data Scientist/analyst by Regards2U: 6:00pm On Jun 03, 2020 |
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Re: Chronicle Of A Data Scientist/analyst by Regards2U: 6:01pm On Jun 03, 2020 |
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Re: Chronicle Of A Data Scientist/analyst by Regards2U: 6:15pm On Jun 03, 2020 |
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Re: Chronicle Of A Data Scientist/analyst by brashear: 7:02pm On Jun 03, 2020 |
Regards2U: You blocked access to the books 3 Likes 1 Share |
Re: Chronicle Of A Data Scientist/analyst by Samzeal(m): 7:29pm On Jun 03, 2020 |
Please who knows about hash analytics, I was just offered internship program with them yesterday, but I don't know how their internship will be for data analysis because I'm in dataville research internship now which have not been learning any software. 1 Like |
Re: Chronicle Of A Data Scientist/analyst by Nobody: 7:34pm On Jun 03, 2020 |
Please, who knows if I can do machine learning on this old laptop?? 1 Like
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Re: Chronicle Of A Data Scientist/analyst by Ajibade123(m): 8:54pm On Jun 03, 2020 |
lalasticlala:please Sir why is the anti-spam bot always banning me anytime I comment anything with a link?? |
Re: Chronicle Of A Data Scientist/analyst by teamoneline: 9:10pm On Jun 03, 2020 |
cochtrane: If I want to be the first to comment I now know where to look. .. don't let those spammers see this. ![]() ![]() |
Re: Chronicle Of A Data Scientist/analyst by Regards2U: 9:31pm On Jun 03, 2020 |
ebooks for data science from Manning, O'Reilly etc All of statistics https://drive.google.com/file/d/1kbVBjMhYcmuXowAZFVvRnCiC1SiFizDT/view?usp=drivesdk . Classic computer science problem in python https://drive.google.com/file/d/1541MZpnnNzf_9Ih9dcZoz4QsxYAlP4KI/view?usp=drivesdk . Deep learning by Francois chollet ( creator of keras ) https://drive.google.com/file/d/159n0bKb4kQ5g6zsqBjMgjH9dgEiWrOFy/view?usp=drivesdk . Grooking deep learning https://drive.google.com/file/d/13TYmwfr5OSIZcmwxv62CTGxEA4jBcy4t/view?usp=drivesdk . Introduction to machine learning with python https://drive.google.com/file/d/13IpRS47fR99U5WW8Co1PNJbVQ-uUcijM/view?usp=drivesdk . Learning SQL https://drive.google.com/file/d/15BwoXruI5yyiormxw-LznULkh_ISesLI/view?usp=drivesdk . Machine learning for hackers https://drive.google.com/file/d/16kPGPqBsGwHKwtjnHOa0ZVSqNRwrJT1l/view?usp=drivesdk . Machine learning with python cookbook practical solution for programmers https://drive.google.com/file/d/1jF8RI7qa45vPFmFFXW9fwqhKwAlEiff6/view?usp=drivesdk . Mathematics for machine learning https://drive.google.com/file/d/1Qz9rrxhkzM1AAkqv1EMhLm9qKUaQVm2s/view?usp=drivesdk . Probability for enthusiastic beginner https://drive.google.com/file/d/12wiXnCmSsplvp_QNYZBdiEusvU8-HK8F/view?usp=drivesdk . Python for data analysis data wrangling with pandas Numpy and Ipython https://drive.google.com/file/d/1RkvJOsrci8L9C_-lbg-bhON3_3c_wF0P/view?usp=drivesdk . R cookbook proven recipes for data analysis statistics and graphics https://drive.google.com/file/d/16yeCKWfC0Kax_mYgsbOpEZdB2ewee6vt/view?usp=drivesdk . R for data science import tidy, transform, visualize and model data https://drive.google.com/file/d/16nsYinyl36LYZAphbnRlJ9UQ64Vd2xB5/view?usp=drivesdk . The hundred page machine learning book https://drive.google.com/file/d/13lKPbOtm37VoM1kCjOi46dVU5CK_1WPy/view?usp=drivesdk . Visualize this: the flowing data guide to design, visualisation and statistican https://drive.google.com/file/d/16uS1MM2161tXR3zUTQwh2T1UUKMaOEO0/view?usp=drivesdk . I'm sorry about the restrictions earlier 11 Likes 8 Shares |
Re: Chronicle Of A Data Scientist/analyst by Regards2U: 9:32pm On Jun 03, 2020 |
brashear:Try the one below now. |
Re: Chronicle Of A Data Scientist/analyst by sleit: 9:35pm On Jun 03, 2020 |
cochtrane: Guy this is really impressive. What's your educational background like? |
Re: Chronicle Of A Data Scientist/analyst by Abcruz(m): 9:44pm On Jun 03, 2020 |
Graspad: Yes you can but it has to be on the cloud i.e you'll have to use Jupyter notebook from your web browser. 1 Like |
Re: Chronicle Of A Data Scientist/analyst by Regards2U: 9:54pm On Jun 03, 2020 |
Building machine learning applications going from idea to product https://drive.google.com/file/d/14YJrYKN8SCKGgqLiHqhlXlXmApN9NVZj/view?usp=drivesdk . Pattern recognition and machine learning https://drive.google.com/file/d/14WW7Kp_FRyPuHdybJIz68fkcgG02dlmD/view?usp=drivesdk . Deep learning from scratch https://drive.google.com/file/d/15I6lmeOQPAI8I5r3AKjfsy4PGr2xp3GF/view?usp=drivesdk . Deep learning by Ian Goodfellow, yoshua bengi https://drive.google.com/file/d/1-_vlwfTb2zd0NPoS3AiSp8w5ZWsXeS1e/view?usp=drivesdk . An introduction to statistical learning https://drive.google.com/file/d/14E_VKRYGD9BpcyDTlIBzbVhfNzmvm2gL/view?usp=drivesdk . . Tensorflow machine learning cookbook https://drive.google.com/file/d/16Kp_zE5UbxKgac81ix4ZkBtEu1v8AfXN/view?usp=drivesdk . Storytelling with data https://drive.google.com/file/d/14IV6zUO-mbEzWk-gxyb20fRcLvMhKOCz/view?usp=drivesdk 7 Likes 1 Share |
Re: Chronicle Of A Data Scientist/analyst by Ejiod(m): 10:43pm On Jun 03, 2020 |
cochtrane:Awesome!!!! Love this... 4 Likes |
Re: Chronicle Of A Data Scientist/analyst by Samzeal(m): 12:11am On Jun 04, 2020 |
Regards2U:Thank you for this resourceful materials |
Re: Chronicle Of A Data Scientist/analyst by cochtrane(m): 4:32am On Jun 04, 2020 |
Graspad:You can. It's only going to be a little inefficient. I think you should get something better. |
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