Data Science with Python
Ksh 75,000 | USD 650.00
6 months
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What You Will Learn
- What is Data Science?
- Setting Up Python for Data Analysis
- Essential Python Programming Concepts
- Data Cleaning and Preprocessing
- Using Pandas and NumPy for Data Manipulation
- Exploratory Data Analysis (EDA)
- Visualizing Data with Matplotlib & Seaborn
- Plotting with Plotly and Dash
- Communicating Insights Through Graphs
- Descriptive and Inferential Statistics
- Distributions and Hypothesis Testing
- Bayesian Thinking & Probability Models
- Supervised vs. Unsupervised Learning
- Scikit-Learn and Model Evaluation
- Decision Trees, Regression, Clustering, and More
- Capstone Project: End-to-End Data Science Workflow
- Data Ethics and Responsible AI
- Portfolio Building and Presenting Results
Career Opportunities
This course prepares you for diverse roles in data and analytics:
- Data Scientist
- Machine Learning Engineer
- Data Analyst
- Business Intelligence Analyst
- AI/ML Research Assistant