Data Science Real-World Use Cases - Hands On Python
Posted by Superadmin on September 09 2021 05:08:12

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0101. Introduction to this course & Course Benefits

Description

What you'll learn

Gain Hands on Data Science in Machine Learning, Natural Language Processing , Time Series Analysis
Develop Natural Language Processing Models for fake news detection
Develop time series forecasting models to predict sales of a product

Requirements

Basic knowledge of Python programming is recommended.

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 Success of a Zomato Restaurant : Develop an AI model to predict whether Restaurant can be success or not..
2.Task #2 @Predict whether News is Fake or not: Develop a Machine Learning Model that can predict whether particular news is fake or not by applying several NLP (Natural Language Processing) Techniques..
3.Task #3 @Predict sales of a Product: Develop time series forecasting models to predict sales of a product..

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 Understanding Life-Cycle of Project , 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

Who this course is for:

One who is curious to gain Practical Skills on Data Science, AI, Machine Learning, Natural Language Processing, Time Series Analysis..

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0102. Installation of Anaconda Navigator.html

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0103. Quick Summary of Jupyter Notebook

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0104. How to follow this course-Must Watch

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0201. What is Data Science

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0202. Life-cycle of data science project

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0301. Datasets & Resources.html

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0302. Understand your data

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0303. Perform Data Cleaning on your data

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0304. Analysing your categories of Restaurants

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0305. Perform Restaurant Overview Analysis

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0306. Perform In-Depth Analysis of Restaurant

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0307. Analysing Best budget Restaurants

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0308. Perform Geographical analysis on data..

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0309. Analysing Customer Behaviour using WordCloud

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0310. Analysing Reviews of Restaurant...

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0311. What is Imbalance Data & how to handle it

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0312. How to Prepare your data for Machine Learning

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0313. Perform Feature Importance on data

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0314. How to came across with your missing values in data.

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0315. Perform Feature encoding on your data.

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0316. Apply Feature Encoding & Prepare your data for Modelling

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0317. Intuition Behind Random Forest Part-1

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0318. Intuition Behind Random Forest Part-2

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0319. Apply Random Forest algorithm on data.

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0320. Intuition behind Logistic Regression --part 1

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0321. Intuition behind Logistic Regression --part 2

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0322. Intuition Behind Naive Bayes-Part 1

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0323. How Naive Bayes works with Text Data..

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0324. Intuition Behind Decision Tree- Part 1

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0325. Intuition Behind Decision Tree- Part 2

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0326. Intuition Behind Decision Tree- Part 3

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0327. Intuition Behind Decision Tree- Part 4

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0328. Intuition Behind Decision Tree- Part 5

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0329. Intuition Behind Decision Tree- Part 6

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0401. Datasets & Resources.html

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0402. Understand your data

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0403. How to Perform Stemming on your data

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0404. Intuition behind Bag of Words

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0405. Applying Bag of words on data..

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0406. Apply Naive Bayes on data..

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0407. Analyse your data & Playing with More algorithms

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0501. Datasets & Resources.html

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0502. Perform Data Cleaning on Time Series Data..

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0503. Checking Stationary Trend in Data

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0904. How to make your Data Stationary

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0505. Intuition behind ARIMA --part 1

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0506. Intuition behind MA model --ARIMA part 2

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0507. Intuition behind AR model -- ARIMA part 3

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0508. Intuition behind Integrating -- ARIMA part 4

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0509. Apply ARIMA Algorithm on data.

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0510. Applying SARIMAX Algorithm on data

Course Contents

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

0511. Doing Predictions on Future date.

Course Contents

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0101. Introduction to this course & Course Benefits

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0102. Installation of Anaconda Navigator.html

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0103. Quick Summary of Jupyter Notebook

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0104. How to follow this course-Must Watch

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0201. What is Data Science

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0202. Life-cycle of data science project

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0301. Datasets & Resources.html

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0302. Understand your data

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0303. Perform Data Cleaning on your data

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0304. Analysing your categories of Restaurants

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0305. Perform Restaurant Overview Analysis

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0306. Perform In-Depth Analysis of Restaurant

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0307. Analysing Best budget Restaurants

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0308. Perform Geographical analysis on data..

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0309. Analysing Customer Behaviour using WordCloud

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0310. Analysing Reviews of Restaurant...

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0311. What is Imbalance Data & how to handle it

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0312. How to Prepare your data for Machine Learning

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0313. Perform Feature Importance on data

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0314. How to came across with your missing values in data.

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0315. Perform Feature encoding on your data.

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0316. Apply Feature Encoding & Prepare your data for Modelling

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0317. Intuition Behind Random Forest Part-1

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0318. Intuition Behind Random Forest Part-2

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0319. Apply Random Forest algorithm on data.

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0320. Intuition behind Logistic Regression --part 1

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0321. Intuition behind Logistic Regression --part 2

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0322. Intuition Behind Naive Bayes-Part 1

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0323. How Naive Bayes works with Text Data..

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0324. Intuition Behind Decision Tree- Part 1

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0325. Intuition Behind Decision Tree- Part 2

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0326. Intuition Behind Decision Tree- Part 3

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0327. Intuition Behind Decision Tree- Part 4

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0328. Intuition Behind Decision Tree- Part 5

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0329. Intuition Behind Decision Tree- Part 6

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0401. Datasets & Resources.html

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0402. Understand your data

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0403. How to Perform Stemming on your data

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0404. Intuition behind Bag of Words

Data Science Real-World Use Cases - Hands On Pythonwith Shan Singh

0405. Applying Bag of words on data..

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh

Data Science Real-World Use Cases - Hands On Python
with Shan Singh