Python Data Analytics Instructor

We are looking for someone who are passionate to build courses for students on Practical Data Analytics.

An ideal candidate should have experiences in teaching these topics in any education institution, bootcamps or coding school.

The deliverable of this project would include:

1. Notes and Slides

2. Video Recording

3. Practice Assignments with suggested solutions and guidelines

4. Projects with suggested solutions with suggested solutions and guidelines

The course should cover the topics below:

1. Math and Statistics Foundations

- Probability

- Descriptive statistics

- Confidence interval, hypothese testing

- scientific method

- Distributions

2. Introductions to Data Analytics

- Data Analytics Process

- Hands-on project and exercises with SQL and BigQuery

- Data Cleaning (normalization, cleaning and standardizing)

- Feature Generation

- Visualization

3. Feature Engineering (with pandas and numpy)

- Removing Data (missing values, outliers, dimensionality reduction)

- Transforming Data (Numerical Encoding, Categorical Encoding, Bagging, Hashing)

- Enhancing Data (Creating new features)

- Validating data (data quality)

4. Data Analysis

- Linear Regression

- Logistic Regression

- Visualizations (matplotlib and seaborn)

Навыки: Python, Статистический анализ, Pandas, NumPy

О клиенте:
( 0 отзыв(-а, -ов) ) To Kwa Wan, Hong Kong

ID проекта: #33761900

14 фрилансеров(-а) готовы выполнить эту работу в среднем за $4429

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Hi there, I have read the brief details on the job listing. You can check my experience, customer feed backs and my portfolio here: https://www.freelancer.com/u/AwaisChaudhry?w=f I believe its a doable job I have grea Больше

$5000 USD за 7 дней(-я)
(8 отзывов(-а))

EXPERT IN PYTHON Hello there, I can help you in python projects, numpy, scikit-learn, pandas, matplotlib, analysis of data, Data visualization, correlation and regression, machine learning, python script, and related f Больше

$5000 USD за 7 дней(-я)
(68 отзывов(-а))
(25 отзывов(-а))

Hey Manager!! We checked for your project and interested in your project. Project: Python Data Analytics Instructor I am skilled full stack coder with skills including NumPy, Statistical Analysis, Pandas and Python.

$5000 USD за 3 дней(-я)
(2 отзывов(-а))
(60 отзывов(-а))

We can do it as we are expert Hybrid app developers with 5+ years of experience each, having knowledge in several technologies, frameworks, languages & libraries in demand including the ones mentioned in your project d Больше

$4000 USD за 60 дней(-я)
(23 отзывов(-а))

Hi, We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on Python Please come over chat and discuss your require Больше

$4000 USD за 7 дней(-я)
(4 отзывов(-а))
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Hi there, I have rich 6+ years of experience in Full-stack programming with Python coding (AI & ML). I have read all your explanations carefully and fully understand your requirements for Python Data Analytics Instruc Больше

$3000 USD за 20 дней(-я)
(0 отзывов(-а))

Hello I found your job posting and read the description and as with one of our experienced PL/SQL developer, Power BI professional and Python programing developer, I could be the right fit. Check the developer profile Больше

$4000 USD за 7 дней(-я)
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