Certificate in Python Programming for Data Science (Advanced)
-- ViewingNowThe Certificate in Python Programming for Data Science is a 20-unit advanced program that equips learners with the essential skills for career advancement in the field of data science. With the increasing demand for data-driven decision-making, this program is crucial for professionals who want to stay ahead in the industry.
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- Data Structures and Algorithms Fundamentals
- Python Programming and Syntax Essentials
- Introduction to Data Science and Machine Learning
- Data Preprocessing and Wrangling Techniques
- Python for Data Science and Visualization
- Exploratory Data Analysis with Python
- Statistical Analysis and Hypothesis Testing
- Data Visualization with Matplotlib and Seaborn
- Advanced Data Visualization with Plotly and Bokeh
- Machine Learning Fundamentals with Scikit-Learn
- Deep Learning with Keras and TensorFlow
- Big Data Processing with Hadoop and Spark
- Cloud Computing and Data Storage
- Python for Web Development and APIs
- Recommendation Systems and Natural Language Processing
- Time Series Analysis and Forecasting
- Unsupervised Learning and Clustering
- Supervised Learning and Regression
- Text Mining and Sentiment Analysis
- Case Studies in Data Science and Machine Learning
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Data Science Career Roles in the UK: Insurance Pricing Analyst (28%) Risk Manager (24%) Consultant (22%) Team Lead (16%) Advisor (10%)
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