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Intro to Data Science Using Python- Your Best Starting Point

Intro to Data Science Using Python- Your Best Starting Point

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383 MB
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65
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Description
Intro to Data Science Using Python: Your Best Starting Point



Learn About Data Science And Machine Learning Using Python To Start Your Career In Those Fields. The Best Starting Point













What you'll learn



• Introduction to Data Science

• Data Science Most Used Packages

• Data Wrangling

• Model Development

• Model Refinement

• Model Evaluation Techniques



Requirements



• You must have a previous knowledge of Python

• Other than that, sit tight and watch carefully



Description



Welcome to “Introduction to Data Science Using Python” where you will set a good foot in the fields of Data Science and Machine Learning.

I'm your instructor Ali Desoki and I start from scratch going clearly over all the points in the course along with hands-on practical exercises and projects to summarize all the skills you’ve learned.

This course is designed for Beginners covering all Aspects of what you need to know to start in the fields of data science and machine learning with practice notebooks which summarize all the skills you’ve learned.

At the end of this course, you will be able to analyze and manipulate data with python and be able to start your career in this field.

This course covers a lot of useful and essential topics including:

Introduction to Data Science

Data Science Most Used Packages

Data Wrangling

Model Development

Model Refinement

Model Evaluation Techniques and more...

The ideal student for this course is someone who looks to start in the mentioned fields from scratch.

All you need to know is Python and basic statistics to start this course.

So what are you waiting for! Enroll now and jump-start your career in Data Science and Machine Learning.



Who this course is for:



• Python Developers Who Want To Specialize In the Field Of Data Science or Machine Learning

• Beginners in Data Science and Machine Learning Fields Who Are Looking For A Starting Point to This Career

• Data Science and Machine Learning Learners Who Are Looking For the Basic Knowledge of the Field

File list
  • Intro to Data Science Using Python- Your Best Starting Point
  • Intro to Data Science Using Python- Your Best Starting Point/1. Pre Introduction Installation and Guides/1. Installing Anaconda.mp4 23.5 MB
  • Intro to Data Science Using Python- Your Best Starting Point/1. Pre Introduction Installation and Guides/1. Installing Anaconda.srt 5.1 KB
  • Intro to Data Science Using Python- Your Best Starting Point/1. Pre Introduction Installation and Guides/2. Your Way Around Jupyter Notebooks.mp4 22.3 MB
  • Intro to Data Science Using Python- Your Best Starting Point/1. Pre Introduction Installation and Guides/2. Your Way Around Jupyter Notebooks.srt 7.8 KB
  • Intro to Data Science Using Python- Your Best Starting Point/1. Pre Introduction Installation and Guides/3. Dealing with The Course's Notebooks.mp4 5.7 MB
  • Intro to Data Science Using Python- Your Best Starting Point/1. Pre Introduction Installation and Guides/3. Dealing with The Course's Notebooks.srt 1.3 KB
  • Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/1. The Problem.mp4 9.3 MB
  • Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/1. The Problem.srt 2.8 KB
  • Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/2. Understanding the Data.mp4 16.7 MB
  • Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/2. Understanding the Data.srt 3.2 KB
  • Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/3. Python Packages for Data Science.mp4 6.7 MB
  • Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/3. Python Packages for Data Science.srt 3.3 KB
  • Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/4. Importing and Exporting Data in Python.mp4 17.6 MB
  • Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/4. Importing and Exporting Data in Python.srt 5.4 KB
  • Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/5. Getting Started Analyzing Data in Python.mp4 17.6 MB
  • Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/5. Getting Started Analyzing Data in Python.srt 5.4 KB
  • Intro to Data Science Using Python- Your Best Starting Point/2. Review Introduction/6. Lab 1 Review Introduction.html 174 B
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/1. Pre-processing Data in Python.mp4 7.4 MB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/1. Pre-processing Data in Python.srt 3.1 KB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/2. Dealing with Missing Values in Python.mp4 17.7 MB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/2. Dealing with Missing Values in Python.srt 8 KB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/3. Data Formatting in Python.mp4 12.1 MB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/3. Data Formatting in Python.srt 4.3 KB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/4. Data Normalization in Python.mp4 10.9 MB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/4. Data Normalization in Python.srt 4.8 KB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/5. Binning in Python.mp4 7.2 MB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/5. Binning in Python.srt 2.6 KB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/6. Turning Categorical Variables into Quantitative Variables in Python.mp4 5.1 MB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/6. Turning Categorical Variables into Quantitative Variables in Python.srt 2.3 KB
  • Intro to Data Science Using Python- Your Best Starting Point/3. Data Wrangling/7. Lab 2 Data Wrangling.html 174 B
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/1. Exploratory Data Analysis.mp4 3.3 MB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/1. Exploratory Data Analysis.srt 1.7 KB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/2. Descriptive Statistics.mp4 15.7 MB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/2. Descriptive Statistics.srt 6.9 KB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/3. GroupBy in Python.mp4 8.4 MB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/3. GroupBy in Python.srt 4.6 KB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/4. Correlation.mp4 7.8 MB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/4. Correlation.srt 3.5 KB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/5. Correlation Statistics.mp4 11.7 MB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/5. Correlation Statistics.srt 4.3 KB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/6. Analysis of Variance ANOVA.mp4 12.8 MB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/6. Analysis of Variance ANOVA.srt 5.1 KB
  • Intro to Data Science Using Python- Your Best Starting Point/4. Exploratory Data Analysis/7. Lab 3 Exploratory Data Analysis.html 174 B
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/1. Model Development.mp4 6.3 MB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/1. Model Development.srt 2.3 KB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/2. Linear Regression and Multiple Linear Regression.mp4 19.7 MB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/2. Linear Regression and Multiple Linear Regression.srt 7.9 KB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/3. Model Evaluation Using Visualization.mp4 15 MB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/3. Model Evaluation Using Visualization.srt 6.3 KB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/4. Polynomial Regression and Pipelines.mp4 15.5 MB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/4. Polynomial Regression and Pipelines.srt 6.2 KB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/5. Measures for In-Sample Evaluation.mp4 13 MB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/5. Measures for In-Sample Evaluation.srt 4.8 KB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/6. Prediction and Decision Making.mp4 20.2 MB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/6. Prediction and Decision Making.srt 7.1 KB
  • Intro to Data Science Using Python- Your Best Starting Point/5. Model Development/7. Lab 4 Model Development.html 174 B
  • Intro to Data Science Using Python- Your Best Starting Point/6. Model Evaluation and Refinement/1. Model Evaluation and Refinement.mp4 25.9 MB
  • Intro to Data Science Using Python- Your Best Starting Point/6. Model Evaluation and Refinement/1. Model Evaluation and Refinement.srt 10.7 KB
  • Intro to Data Science Using Python- Your Best Starting Point/6. Model Evaluation and Refinement/2. Overfitting, Underfitting and Model Selection.mp4 14.3 MB
  • Intro to Data Science Using Python- Your Best Starting Point/6. Model Evaluation and Refinement/2. Overfitting, Underfitting and Model Selection.srt 6.3 KB
  • Intro to Data Science Using Python- Your Best Starting Point/6. Model Evaluation and Refinement/3. Ridge Regression.mp4 13 MB
  • Intro to Data Science Using Python- Your Best Starting Point/6. Model Evaluation and Refinement/3. Ridge Regression.srt 6.2 KB
  • Intro to Data Science Using Python- Your Best Starting Point/6. Model Evaluation and Refinement/4. Lab 5 Model Evaluation and Refinement.html 174 B
  • Intro to Data Science Using Python- Your Best Starting Point/ReadMe.txt 220 B
  • ReadMe.txt 220 B

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