I will teach you data science, machine learning, python, r,sql,nosql, excel and powerbi

In the course we will cover all of these topics of data science and machine learning:

• Business Understanding ( Define the business problem)
• Data Mining ( Gather data)
• Data Cleaning (Fix inconsistencies within the data and handle the missing values)
• Data Exploration (Visualize data)
• Feature Engineering ( Select important features)
• Predictive Modelling ( Train machine learning algorithm, evaluate their performance, and use them to make prediction)
• Data visualization (Show your results with interactive charts and graphs)

Here's my skill stack:

PYTHON :

1. Numpy, Pandas, Matplotlib, Seaborn, Scipy

FEATURE ENGINEERING:

1. Balancing imbalance data
2. Outlier and Missing value Treatment
3. Standardization of Numeric Values
4. Encoding of Categorical Values
5. Feature Selection
6. Data Visualization

MACHINE LEARNING :

1. Statistics, hypothesis testing, t-test, z-test
2. Supervised and Unsupervised Learning
3. Classification and Regression Algorithms
4. Decision tree, Random Forest, SVM, LogReg, Neural network
5. Linear Regression, clustering, K means clustering

I teach: SQL, NoSQL, Excel, PoweBI, Python and R.

If you are a college or university student, I can help you in your final project with report writing.