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    Python For Data Science & Machine Learning From A-Z

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    Python For Data Science & Machine Learning From A-Z - Online Course Download
    Python For Data Science & Machine Learning From A-Z - Online Course Download
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    Data Science Development free online course free udemy paid course freecourse freecoursesite udemy course download udemy free download

    What you'll learn :

    Become a professional Data Scientist, Data Engineer, Data Analyst or Consultant
    Learn data cleaning, processing, wrangling and manipulation
    How to create resume and land your first job as a Data Scientist
    How to use Python for Data Science
    How to write complex Python programs for practical industry scenarios
    Learn Plotting in Python (graphs, charts, plots, histograms etc)
    Learn to use NumPy for Numerical Data
    Machine Learning and it’s various practical applications
    Supervised vs Unsupervised Machine Learning
    Learn Regression, Classification, Clustering and Sci-kit learn
    Machine Learning Concepts and Algorithms
    K-Means Clustering
    Use Python to clean, analyze, and visualize data
    Building Custom Data Solutions
    Statistics for Data Science
    Probability and Hypothesis Testing

    Requirements :

    Students should have basic computer skills
    Students would benefit from having prior Python Experience but not necessary

    Description :

    Learn Python for Data Science & Machine Learning from A-Z

    In this practical, hands-on course you’ll learn how to program using Python for Data Science and Machine Learning. This includes data analysis, visualization, and how to make use of that data in a practical manner.

    Our main objective is to give you the education not just to understand the ins and outs of the Python programming language for Data Science and Machine Learning, but also to learn exactly how to become a professional Data Scientist with Python and land your first job.

    We’ll go over some of the best and most important Python libraries for data science such as NumPy, Pandas, and Matplotlib +

    NumPy —  A library that makes a variety of mathematical and statistical operations easier; it is also the basis for many features of the pandas library.
    Pandas — A Python library created specifically to facilitate working with data, this is the bread and butter of a lot of Python data science work.

    NumPy and Pandas are great for exploring and playing with data. Matplotlib is a data visualization library that makes graphs as you’d find in Excel or Google Sheets. Blending practical work with solid theoretical training, we take you from the basics of Python Programming for Data Science to mastery.

    This Machine Learning with Python course dives into the basics of machine learning using Python. You’ll learn about supervised vs. unsupervised learning, look into how statistical modeling relates to machine learning, and do a comparison of each.

    We understand that theory is important to build a solid foundation, we understand that theory alone isn’t going to get the job done so that’s why this course is packed with practical hands-on examples that you can follow step by step. Even if you already have some coding experience, or want to learn about the advanced features of the Python programming language, this course is for you!

    Python coding experience is either required or recommended in job postings for data scientists, machine learning engineers, big data engineers, IT specialists, database developers, and much more. Adding Python coding language skills to your resume will help you in any one of these data specializations requiring mastery of statistical techniques.

    Together we’re going to give you the foundational education that you need to know not just on how to write code in Python, analyze and visualize data and utilize machine learning algorithms but also how to get paid for your newly developed programming skills.

    The course covers 5 main areas:

    1: PYTHON FOR DS+ML COURSE INTRO

    This intro section gives you a full introduction to the Python for Data Science and Machine Learning course, data science industry, and marketplace, job opportunities and salaries, and the various data science job roles.

    Intro to Data Science + Machine Learning with Python
    Data Science Industry and Marketplace
    Data Science Job Opportunities
    How To Get a Data Science Job
    Machine Learning Concepts & Algorithms

    2: PYTHON DATA ANALYSIS/VISUALIZATION

    This section gives you a full introduction to the Data Analysis and Data Visualization with Python with hands-on step by step training.

    Python Crash Course
    NumPy Data Analysis
    Pandas Data Analysis

    3: MATHEMATICS FOR DATA SCIENCE

    This section gives you a full introduction to the mathematics for data science such as statistics and probability.

    Descriptive Statistics
    Measure of Variability
    Inferential Statistics
    Probability
    Hypothesis Testing

    4:  MACHINE LEARNING

    This section gives you a full introduction to Machine Learning including Supervised & Unsupervised ML with hands-on step-by-step training.

    Intro to Machine Learning
    Data Preprocessing
    Linear Regression
    Logistic Regression
    K-Nearest Neighbors
    Decision Trees
    Ensemble Learning
    Support Vector Machines
    K-Means Clustering
    PCA

    5: STARTING A DATA SCIENCE CAREER

    This section gives you a full introduction to starting a career as a Data Scientist with hands-on step by step training.

    Creating a Resume
    Creating a Cover Letter
    Personal Branding
    Freelancing + Freelance websites
    Importance of Having a Website
    Networking

    By the end of the course you’ll be a professional Data Scientist with Python and confidently apply for jobs and feel good knowing that you have the skills and knowledge to back it up.

    Who this course is for :

    Students who want to learn about Python for Data Science & Machine Learning

    Course Size Details :

    23 hours on-demand video
    13 downloadable resources
    Full lifetime access
    Access on mobile and TV
    Certificate of completion

    View Demo

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