Python For Data Science Full Course | Data Science With Python Full Course In 12 Hours | Simplilearn

00:00:00 Data Science in 5 min
00:05:20 Data Science Libraries in Python
00:20:53 What is Numpy
00:50:27 Python Pandas
01:42:48 Matplotlib Libraries
03:11:42 Mathematics for Data science
04:49:03 Linear Regression
05:23:16 Logistic regression
05:59:45 What is Decision Tree
06:24:25 Random Forest Tutorial
07:34:58 K-Means Clustering
08:55:28 Feature Selection in Machine learning
09:48:18: PCA
09:16:49 Cost Function
10:47:23 How to become a Data Scientist in 2021?

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➡️ About Caltech Post Graduate Program In Data Science
This Post Graduation in Data Science leverages the superiority of Caltech's academic eminence. The Data Science program covers critical Data Science topics like Python programming, R programming, Machine Learning, Deep Learning, and Data Visualization tools through an interactive learning model with live sessions by global practitioners and practical labs.

✅ Key Features
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Caltech PG program in Data Science completion certificate
- Earn up to 14 CEUs from Caltech CTME
- Masterclasses delivered by distinguished Caltech faculty and IBM experts
- Caltech CTME Circle membership
- Online convocation by Caltech CTME Program Director
- IBM certificates for IBM courses
- Access to hackathons and Ask Me Anything sessions from IBM
- 25+ hands-on projects from the likes of Amazon, Walmart, Uber, and many more
- Seamless access to integrated labs
- Capstone projects in 3 domains
- Simplilearn’s Career Assistance to help you get noticed by top hiring companies
- 8X higher interaction in live online classes by industry experts

✅ Skills Covered
- Exploratory Data Analysis
- Descriptive Statistics
- Inferential Statistics
- Model Building and Fine Tuning
- Supervised and Unsupervised Learning
- Ensemble Learning
- Deep Learning
- Data Visualization

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

[karelkoekemoer]

Thank you, a complete and inspirational course. Brilliantly explaining advanced techniques.

[arshad]

Thanks for the shearing valuable knowledge free of cost

[thebestofbest]

Thank YOu so much for your efforts .its excellent

[Machaivelli]

Thank you for this
However instead of making plenty of python videos every other month
It's better if you cut it down to a few and save it in a playlist

[khlee]

hi - where can I get a copy of the csv data files used in the python program examples? thanks

[dassad]

3:17:04 "anf the Matrix can describe a lot of things" I felt lik Neo talking with

[sorooshsmi]

Would you please attach the codes and .py files so that we practice on them and have them as notes?

[toluyizzrael]

Please @simplilearn, could you help me with the data set?

[sorooshsmi]

also the definition of inverse matrix was incorrect

[soumenmondal]

We need Python for Stock Market Data Analysis Detailed Course. Thanking you.

[badruabdulwahab]

Where do we see our csv and excel files after saving