Data Science Full Course 2020 | Data Science For Beginners | Data Science from Scratch | Simplilearn

Will cover all the below-given topics required for a complete Data Science Tutorial:
0. Introduction (0:00)
1. Data Science basics (01:28)
2. What is Data Science (05:51)
3. Need for Data Science (06:38)
4. Business intelligence vs Data Science (17:30)
5. Prerequisites for Data Science (22:31)
6. What does a Data Scientist do? (30:23)
7. Demand for Data Scientist (53:03)
8. Linear regression (2:30:10)
9. Decision trees (2:53:39)
10. Logistic regression in R (3:09:12)
11. What is a decision tree? (3:27:04)
12. What is clustering? (4:35:40)
13. Divisive clustering (4:51:14)
14. Support vector machine (5:17:21)
15. K-means clustering 96:44:13)
16. Time series analysis (7:33:05)
17. How to Become a Data Scientist (8:26:54)
18. Job roles in Data Science (8:30:59)
19. Simplilearn certifications in Data Science (8:33:50)
20. Who is a Data Science engineer? (8:34:34)
21. Data Science engineer resume (9:00:04)
22. Data Science interview questions and answers (9:04:42)

#DataScienceWithPython #DataScienceWithR #DataScienceCourse #DataScience #DataScientist #BusinessAnalytics #machinelearning

➡️ About Data Science Course in collaboration with IBM

This Data Science course in collaboration with IBM propels your career to become a data scientist. Gain expertise in in-demand skills like Python, SQL, Excel, Machine Learning, Tableau, generative AI, and more. Dive deep into data interpretation nuances, master Machine Learning, and enhance programming skills to elevate your Data Science career.

Key Features
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Masterclasses from IBM experts
✅ Dedicated live sessions by faculty of industry experts
✅ Industry-recognized Data Scientist Master’s certificate from Simplilearn
✅ Industry-recognized IBM certifications for IBM courses
✅ Ask-Me-Anything (AMA) sessions with IBM leadership
✅ Capstone from 3 domains and 25+ projects
✅ Exclusive hackathons conducted by IBM
✅ Lifetime access to self-paced learning content
✅ Program crafted to initiate your journey as a Data Scientist
✅ Integrated labs for hands-on learning experience

Skills Covered
✅ Generative AI
✅ Prompt Engineering
✅ ChatGPT
✅ Exploratory Data Analysis
✅ Descriptive Statistics
✅ Inferential Statistics
✅ Explainable AI
✅ Conversational AI
✅ Large Language Models
✅ Model Building and Finetuning
✅ Ensemble Learning
✅ Data Visualization
✅ Database Management

🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - [phone]

[SimplilearnOfficial]

Here are the topics covered with the timelines:

1. Data Science basics (01:28)
2. What is Data Science (05:51)
3. Need for Data Science (06:38)
4. Business intelligence vs Data Science (17:30)
5. Prerequisites for Data Science (22:31)
6. What does a Data Scientist do? (30:23)
7. Demand for Data Scientist (53:03)
8. Linear regression (2:30:10)
9. Decision trees (2:53:39)
10. Logistic regression in R (3:09:12)
11. What is a decision tree? (3:27:04)
12. What is clustering? (4:35:40)
13. Divisive clustering (4:51:14)
14. Support vector machine (5:17:21)
15. K-means clustering 96:44:13)
16. Time series analysis (7:33:05)
17. How to become a Data Scientist (8:26:54)
18. Job roles in Data Science (8:30:59)
19. Simplilearn certifications in Data Science (8:33:50)
20. Who is a Data Science engineer? (8:34:34)
21. Data Science engineer resume (9:00:04)
22. Data Science interview questions and answers (9:04:42)

[SimplilearnOfficial]

Hope you liked our video. The link for the dataset used in the video is provided in the description. Thanks!

[romeokenne]

The best Tuto. Thank you guys. I'm a beginner, every thing is clear to me now!!

[AbhishekSharma-lmlb]

Hi Simplilearn Team,


Thank you for providing such an excellent Data science tutorial.
The content and the way it's delivered are great.


Just one thing to mention here: tutor's voice volume reduces towards the end of his sentences. Please address this as I've had to sometimes rewind the lecture!


Once again, thank you for the course!
- Abhishek

[gobinathsubramani]

This video helped me with my studies. Thank you so much Simplilearn :)

[seoshreemitra]

From where to learn the way to write this code any source can u suggest?

[abhi_thakur]

Thanks for this tutorial
I find this type of tutorial a few months ago
👌👌

[RohitChouhan-djse]

MINE OF INFORMATION
THANKS FOR THE QUALITY VIDEO
SERIOUSLY THINKING OF GETTING INTO DATA SCIENCE

[jaber_courses]

Great video explained in such an easy and friendly way, it was very needed . Thank you guys . greeting from Saudi Arabia

[vinitachimalgi]

Hey! I'm well on my way to complete the Machine Learning Course you put up. I'd like to know this Data science course is different from it?
Great course btw! Kudos!

[kameshyuvraj]

the way your teching the cocept is vergood and ultimate znd easy to understand

[mr.differenzchannel]

Hi, I enjoyed your classes. I wish to be trained in Data Science and get certified. I'm in Wolverhampton, England.

[chetankamble]

Sir....M from India...I have done a Engineering Diploma in Automobile Engineering....& 15 yrs of exp in automobile assembly, production & manufacturing....m seriously interested to pursue a career in AI, Machine Learning & Data Science....but don't know where to start & which course suits my Please suggest me a course so that I can make a career in AI & Machine

[najalam]

First of all, thank U so much Simplilearn! ❤ This was such an amazing video to start with. Secondly, why U don't have any link to the power point of the lecture. Personally it's very difficult for me to write down everything and make notes. Could U plz share the PPP as well ? 🙏🙏🙏

[TrungNguyen-uyky]

Love the course, thank you for sharing

[memo]

‏ Excellent course how I can get professional certification for Data analysis?

[sarveshkale]

Amazing video.. one hour into video and enjoying very much. Thanks a lot really appreciate it. :D

[rafsunahmad]

ML engineer and data scientist in big company like google are they use libraries for their work or do their own code.

[tiovhmy]

xcellent course. Could you plz upload your power point slides and share its download link in your description? Will appreciate it a lot. Awsome video again.

[winning-in-Crypto]

I want to take PGD course on data science on simplilearn but I don't have money to pay for this program, can I get a scholarship.