https://github.com/freebirdscrew/datascience_crash_course
Data Science Crash Course that Explained about Each and Every Process in Data Science.
https://github.com/freebirdscrew/datascience_crash_course
dash data datascience datascience-crash-course datascience-machinelearning datascientist datasets freebirdscrew matplotlib numpy numpy-library pandas plotly plotly-python python python3 simranjeet simranjeetsingh
Last synced: 4 months ago
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Data Science Crash Course that Explained about Each and Every Process in Data Science.
- Host: GitHub
- URL: https://github.com/freebirdscrew/datascience_crash_course
- Owner: FreeBirdsCrew
- License: apache-2.0
- Created: 2020-08-20T12:47:53.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2020-08-20T12:55:57.000Z (almost 5 years ago)
- Last Synced: 2025-01-05T16:30:16.414Z (6 months ago)
- Topics: dash, data, datascience, datascience-crash-course, datascience-machinelearning, datascientist, datasets, freebirdscrew, matplotlib, numpy, numpy-library, pandas, plotly, plotly-python, python, python3, simranjeet, simranjeetsingh
- Language: Jupyter Notebook
- Homepage:
- Size: 636 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# DataScience_Crash_Course
## 🔴 Data Science Crash Course 🔴
### YouTube Link - http://bit.ly/319NWmz
💡It Contains Data Science from Scratch Tutorial, Explained Each and Every Step of Data Science Cycle or Processes.
In this Video, We Explained -
1. Data Science
2. Business Understanding
3. Analytic Approach
4. Data Mining or Extraction of Data
5. Data Cleaning
6. Data Exploration
7. Feature Engineering
8. Predictive Modeling
9. Data Visualization
10. Machine Learning Model on a Data Set that Compares all Machine Learning Models on their Accuracy and Precision.
### 🔴 Algorithms that are in Comparision are - LogisticRegression, LinearDiscriminantAnalysis, KNeighborsClassifier, DecisionTreeClassifier, GaussianNB, SVC (Super Vector Machines).
Explained about Data Visualization that tells about Plotly and Dash.
To get the Source Code, Follow me on
### Github - https://bit.ly/3gg07Uc
Follow us on Instagram and Telegram to get Updates on Projects and Ideas that We are Working On !!
### Instagram - https://bit.ly/3jLR8vY
### Telegram - https://bit.ly/30bstcE
## 🔴Next Project - Series of Data Structure from Scratch with Python.
The More You Analyze, the More You Get Insights from the Data.
Connect with us:
[
](https://www.youtube.com/channel/UC4RZP6hNT5gMlWCm0NDzUWg?view_as=subscriber?sub_confirmation=1)
[
](https://twitter.com/CrewFreebirds)
[
](https://www.linkedin.com/in/simranjeet-singh-ab8071153/)
[
](https://www.instagram.com/freebirdscrew/)