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Udemy - Data Science Real World Projects in Python

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Category:

Other > Training

Language:

English

Total Size:

2.37 GB

Info Hash:

754b7897b0e3f5f4da2fc0b9db640c9ac0d1673e

Added By:

tutsnode

Added:

29-01-2021 03:50

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414

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Completed:

238

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[TutsNode.com] - Data Science Real World Projects in Python/1. Introduction to this course/1. Intro to this course.mp4	20.85 MB
[TutsNode.com] - Data Science Real World Projects in Python/1. Introduction to this course/1. Intro to this course.srt	4.24 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/1. Introduction to Business Problem & Dataset.mp4	21.66 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/1. Introduction to Business Problem & Dataset.srt	2.03 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/10. Intuition Behind Random Forest Part-1.mp4	77.77 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/10. Intuition Behind Random Forest Part-1.srt	26.62 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/11. Intuition Behind Random Forest Part-2.mp4	50.79 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/11. Intuition Behind Random Forest Part-2.srt	15.36 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/12. Applying Random Forest on Data & Automate predictions.mp4	74.99 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/12. Applying Random Forest on Data & Automate predictions.srt	14.84 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/13. Intuition Behind Decision Tree- Part 1.mp4	40.56 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/13. Intuition Behind Decision Tree- Part 1.srt	14.00 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/14. Intuition Behind Decision Tree- Part 2.mp4	63.16 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/14. Intuition Behind Decision Tree- Part 2.srt	21.88 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/15. Intuition Behind Decision Tree- Part 3.mp4	60.69 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/15. Intuition Behind Decision Tree- Part 3.srt	19.97 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/16. Intuition Behind Decision Tree- Part 4.mp4	73.51 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/16. Intuition Behind Decision Tree- Part 4.srt	23.41 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/17. Intuition Behind Decision Tree- Part 5.mp4	62.14 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/17. Intuition Behind Decision Tree- Part 5.srt	20.64 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/18. Intuition Behind Decision Tree- Part 6.mp4	39.60 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/18. Intuition Behind Decision Tree- Part 6.srt	13.26 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/19. Intuition Behind Linear Regression- Part 1.mp4	40.92 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/19. Intuition Behind Linear Regression- Part 1.srt	15.87 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/2. Datasets & Resources.html	193.00 B
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/20. Intuition Behind Linear Regression- Part 2.mp4	44.35 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/20. Intuition Behind Linear Regression- Part 2.srt	13.97 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/21. Intuition Behind Linear Regression- Part 3.mp4	81.80 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/21. Intuition Behind Linear Regression- Part 3.srt	28.41 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/22. Intuition Behind KNN- Part 1.mp4	41.13 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/22. Intuition Behind KNN- Part 1.srt	17.47 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/23. Intuition Behind KNN- Part 2.mp4	33.82 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/23. Intuition Behind KNN- Part 2.srt	10.86 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/24. Intuition Behind KNN- Part 3.mp4	28.40 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/24. Intuition Behind KNN- Part 3.srt	9.88 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/25. Intuition Behind KNN- Part 4.mp4	37.96 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/25. Intuition Behind KNN- Part 4.srt	10.97 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/26. Play with multiple Algorithms & dumping your model.mp4	60.28 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/26. Play with multiple Algorithms & dumping your model.srt	10.84 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/27. Intuition Behind Cross Validation- Part 1.mp4	41.67 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/27. Intuition Behind Cross Validation- Part 1.srt	13.60 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/28. Intuition Behind Cross Validation- Part 2.mp4	67.34 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/28. Intuition Behind Cross Validation- Part 2.srt	17.57 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/29. How to Cross Validate your model.mp4	123.53 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/29. How to Cross Validate your model.srt	23.07 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/3. Understanding Data & data-preprocessing.mp4	70.38 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/3. Understanding Data & data-preprocessing.srt	16.20 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/4. Extract Derived Features from Data.mp4	80.43 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/4. Extract Derived Features from Data.srt	15.15 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/5. Perform Data Pre-processing.mp4	53.51 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/5. Perform Data Pre-processing.srt	10.98 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/6. Handle Categorical Data & Feature Encoding.mp4	85.45 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/6. Handle Categorical Data & Feature Encoding.srt	16.36 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/7. Perform Label Encoding on data.mp4	108.61 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/7. Perform Label Encoding on data.srt	18.92 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/8. How to handle Outliers in Data.mp4	53.64 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/8. How to handle Outliers in Data.srt	10.45 kB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/9. Select best Features using Feature Selection Technique.mp4	36.97 MB
[TutsNode.com] - Data Science Real World Projects in Python/2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning/9. Select best Features using Feature Selection Technique.srt	6.99 kB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/1. Introduction to Business Problem & Dataset.mp4	13.68 MB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/1. Introduction to Business Problem & Dataset.srt	1.78 kB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/10. Checking Accuracy of Model.mp4	28.22 MB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/10. Checking Accuracy of Model.srt	4.63 kB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/2. Datasets & Resources.html	193.00 B
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/3. Exploring your data.mp4	57.08 MB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/3. Exploring your data.srt	10.94 kB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/4. Intuition behind TF-IDF --part 1.mp4	24.79 MB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/4. Intuition behind TF-IDF --part 1.srt	8.18 kB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/5. Intuition behind TF-IDF --part 2.mp4	34.60 MB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/5. Intuition behind TF-IDF --part 2.srt	7.95 kB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/6. Apply TF-IDF on data.mp4	60.55 MB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/6. Apply TF-IDF on data.srt	10.21 kB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/7. Intuition behind Logistic Regression --part 1.mp4	57.97 MB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/7. Intuition behind Logistic Regression --part 1.srt	15.23 kB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/8. Intuition behind Logistic Regression --part 2.mp4	44.15 MB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/8. Intuition behind Logistic Regression --part 2.srt	17.26 kB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/9. Apply Logistic Regression on Data.mp4	52.97 MB
[TutsNode.com] - Data Science Real World Projects in Python/3. Project 2----- Predict Password Strength using Natural Language Processing/9. Apply Logistic Regression on Data.srt	8.89 kB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/1. Introduction to Business Problem & Dataset.mp4	22.56 MB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/1. Introduction to Business Problem & Dataset.srt	2.23 kB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/10. Evaluating Time Series Model.mp4	28.29 MB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/10. Evaluating Time Series Model.srt	3.91 kB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/2. Datasets & Resources.html	193.00 B
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/3. Analyzing Time Series data.mp4	39.48 MB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/3. Analyzing Time Series data.srt	6.02 kB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/4. Data preparation for Time Series Forecasting.mp4	66.81 MB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/4. Data preparation for Time Series Forecasting.srt	9.63 kB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/5. Intuition behind ARIMA --part 1.mp4	20.15 MB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/5. Intuition behind ARIMA --part 1.srt	5.13 kB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/6. Intuition behind MA model --ARIMA part 2.mp4	49.13 MB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/6. Intuition behind MA model --ARIMA part 2.srt	13.38 kB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/7. Intuition behind AR model -- ARIMA part 3.mp4	27.11 MB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/7. Intuition behind AR model -- ARIMA part 3.srt	7.29 kB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/8. Intuition behind Integrating -- ARIMA part 4.mp4	26.57 MB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/8. Intuition behind Integrating -- ARIMA part 4.srt	9.37 kB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/9. Apply Auto-Arima on data.mp4	82.31 MB
[TutsNode.com] - Data Science Real World Projects in Python/4. Project 3-- Predict Stock Prices using Time Series Analysis/9. Apply Auto-Arima on data.srt	9.64 kB

Description

Description

Are you looking to land a top-paying job in Data Science?
Or are you a seasoned AI practitioner who want to take your career to the next level?
Or are you an aspiring data scientist who wants to get Hands-on Data Science and Artificial Intelligence?

If the answer is yes to any of these questions, then this course is for you!

Data Science is one of the hottest tech fields to be in right now! The field is exploding with opportunities and career prospects. Data Science is widely adopted in many sectors nowadays such as banking, healthcare, Airlines, Logistic and technology.

The purpose of this course is to provide you with knowledge of key aspects of data science applications in business in a practical, easy and fun way. The course provides students with practical hands-on experience using real-world datasets.

1.Task #1 @Predict Price of Airlines Industry : Develop an AI model to predict Fare of Airlines at various Routes.

2.Task #2 @Predict the strength of a Password: Predict the category of Password whether it is Strong, Good or Weak.

3.Task #3 @Predict Prices of a Stock: Develop time series forecasting models to predict future Stock prices.

Why should you take this Course?

It explains Projects on real Data and real-world Problems. No toy data! This is the simplest & best way to become a Data Scientist/AI Engineer/ ML Engineer

It shows and explains the full real-world Data. Starting with importing messy data, cleaning data,merging and concatenating data, grouping and aggregating data, Exploratory Data Analysis through to preparing and processing data for Statistics, Machine Learning , NLP & Time Series and Data Presentation.
It gives you plenty of opportunities to practice and code on your own. Learning by doing.
In real-world projects, coding and the business side of things are equally important. This is probably the only course that teaches both: in-depth Python Coding and Big-Picture Thinking like How you can come up with a conclusion
Guaranteed Satisfaction: Otherwise, get your money back with 30-Days-Money-Back-Guarantee.

Who this course is for:

One who is curious about Data Science, AI, Machine Learning, Natural Language Processing, Time Series Analysis.

Requirements

Basic knowledge of programming is recommended. However, You can follow my Basics of Python Course which is free of cost therefore, the course has no prerequisites, and is open to anyone with basic programming knowledge. Students who enroll in this course will master data science and directly apply these skills to solve real world challenging business problems.

Last Updated 1/2021