Free Course Download100% Free Direct MP4 LinksUdemyAI, Machine Learning & Data Science2022-11 Edition

Download Data Science Real-World Case Studies – Hands On Python Course for Free

Download the complete Data Science Real-World Case Studies – Hands On Python video course for free with high-definition MP4 video lectures, project exercise archives, and step-by-step masterclasses. Learn offline at your own pace with zero paywalls or recurring subscriptions.

54Lectures

31.6Total Hours

4175.4MB Total Size

MP4 / 1080p HD

Instructor: Senior Industry Specialist

English

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All Video Lectures Available to Download54 Videos

Direct high-speed MP4 downloads for every chapter.

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Utilize this oppurtunity QnA section

MP4 HD4m•9.38 MB

Stream

Quick Summary of Jupyter Notebook

MP4 HD20m•43.42 MB

Stream

Introduction to this course & Course Benefits

MP4 HD24m•52.98 MB

Stream

What is Data Science

MP4 HD25m•54.09 MB

Stream

Lifecycle of data science project

MP4 HD53m•115.79 MB

Stream

Analysing your categories of Restaurants

MP4 HD36m•78.92 MB

Stream

Understand your data

MP4 HD48m•105.29 MB

Stream

Perform Data Cleaning on your data

MP4 HD59m•128.78 MB

Stream

Perform InDepth Analysis of Restaurant

MP4 HD34m•74.96 MB

Stream

Perform Restaurant Overview Analysis

MP4 HD1h 16m•166.15 MB

Stream

Analysing Best budget Restaurants

MP4 HD46m•100.53 MB

Stream

Perform Geographical analysis on data

MP4 HD1h 7m•148.12 MB

Stream

Analysing Customer Behaviour using WordCloud

MP4 HD1h 2m•137.17 MB

Stream

Analysing Reviews of Restaurant

MP4 HD1h 8m•148.66 MB

Stream

What is Imbalance Data & how to handle it

MP4 HD39m•85.55 MB

Stream

Perform Feature Importance on data

MP4 HD43m•93.88 MB

Stream

How to Prepare your data for Machine Learning

MP4 HD1h•131.66 MB

Stream

How to came across with your missing values in data

MP4 HD32m•69.60 MB

Stream

Perform Feature encoding on your data

MP4 HD55m•120.29 MB

Stream

Intuition Behind Random Forest Part1

MP4 HD35m•77.76 MB

Stream

Intuition Behind Random Forest Part2

MP4 HD23m•50.79 MB

Stream

Apply Feature Encoding & Prepare your data for Modelling

MP4 HD1h 4m•139.97 MB

Stream

Intuition behind Logistic Regression part 2

MP4 HD20m•44.15 MB

Stream

Intuition behind Logistic Regression part 1

MP4 HD26m•57.97 MB

Stream

Apply Random Forest algorithm on data

MP4 HD47m•102.82 MB

Stream

Intuition Behind Naive BayesPart 1

MP4 HD31m•69.02 MB

Stream

Intuition Behind Decision Tree Part 1

MP4 HD18m•40.55 MB

Stream

How Naive Bayes works with Text Data

MP4 HD42m•92.63 MB

Stream

Intuition Behind Decision Tree Part 2

MP4 HD29m•63.15 MB

Stream

Intuition Behind Decision Tree Part 3

MP4 HD28m•60.67 MB

Stream

Intuition Behind Decision Tree Part 4

MP4 HD33m•73.50 MB

Stream

Intuition Behind Decision Tree Part 5

MP4 HD28m•62.13 MB

Stream

Intuition Behind Decision Tree Part 6

MP4 HD18m•39.59 MB

Stream

Intuition Behind KNN Part 1

MP4 HD19m•41.13 MB

Stream

Intuition Behind KNN Part 2

MP4 HD15m•33.82 MB

Stream

Intuition Behind KNN Part 3

MP4 HD13m•28.39 MB

Stream

Intuition Behind KNN Part 4

MP4 HD17m•37.95 MB

Stream

Playing with multiple algorithms

MP4 HD41m•91.03 MB

Stream

Understand your data

MP4 HD41m•90.96 MB

Stream

Intuition behind Bag of Words

MP4 HD28m•62.61 MB

Stream

How to Perform Stemming on your data

MP4 HD58m•128.38 MB

Stream

Applying Bag of words on data

MP4 HD28m•62.06 MB

Stream

Analyse your data & Playing with More algorithms

MP4 HD27m•58.96 MB

Stream

Apply Naive Bayes on data

MP4 HD38m•83.86 MB

Stream

Perform Data Cleaning on Time Series Data

MP4 HD26m•57.83 MB

Stream

Checking Stationary Trend in Data

MP4 HD54m•117.70 MB

Stream

How to make your Data Stationary

MP4 HD24m•52.94 MB

Stream

Intuition behind ARIMA part 1

MP4 HD9m•20.15 MB

Stream

Intuition behind AR model ARIMA part 3

MP4 HD12m•27.11 MB

Stream

Intuition behind Integrating ARIMA part 4

MP4 HD12m•26.57 MB

Stream

Applying SARIMAX Algorithm on data

MP4 HD26m•56.93 MB

Stream

Intuition behind MA model ARIMA part 2

MP4 HD22m•49.12 MB

Stream

Apply ARIMA Algorithm on data

MP4 HD55m•120.62 MB

Stream

Doing Predictions on Future date

MP4 HD40m•87.06 MB

Stream

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What You'll Master in this Free Download Course

Access to data science in machine learning, natural language processing, time series analysis

Development of natural language processing models

Development of time series forecasting models

And …

About this Free Download Course

Data Science Real-World Case Studies – Hands On Python is a training course on data science with Python published by Udemy Online Academy. Data science in Python involves using Python’s extensive libraries and tools to process, analyze, and interpret large amounts of data. Python is renowned for its simplicity and readability, making it the preferred language for data scientists to perform data mining, statistical analysis, machine learning, and data visualization. It enables professionals to gain actionable insights and build predictive models to solve complex problems in fields as diverse as finance, healthcare, marketing, and more. Python’s rich ecosystem of libraries and tools make it an ideal choice for data scientists to perform tasks ranging from data preprocessing to building complex machine learning models.Its simplicity, broad support, and versatility ensure that data scientists can gain meaningful insights, build robust predictive models, and drive informed decision-making across industries. Data science is now widely adopted in many sectors such as banking, healthcare, airlines, logistics and technology. In this course you will learn to use Python for data science. This training course is recommended to all people who want to use the full potential of Python in data science.

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How do I download Data Science Real-World Case Studies – Hands On Python course for free?+

You can download the Data Science Real-World Case Studies – Hands On Python course for free directly from this page. Simply click the "Download MP4" button next to any lecture to download that video file, or download the complete project zip archives. There are zero paywalls, subscriptions, or registrations required.

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Yes! If this course includes downloadable source code, exercise assets, or templates, they are available in the "Course Exercise Files & Project Archives" section as standard ZIP files for free download.

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