Data ScienceKey topics: Python basics and data cleaning; exploratory analysis and visualization; statistics and hypothesis testing. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: demand forecasting; safety stock and replenishment policies; logistics optimization and linear programming. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: statistics and data preparation; Python, NumPy and pandas; visualization and exploratory analysis. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: Python basics and data preparation; the machine learning project life cycle; modeling and case studies. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: Python programming; SQL queries and data preparation; code management with Git. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: data scientist responsibilities; technical and business skills; analysis and problem-solving approaches. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: the role of data in organizations; structured and unstructured data; reading metrics and visualizations. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: the business value of analytics; interpreting results and dashboards; ethics and trust in data. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: mathematical model foundations; machine learning algorithms; neural networks and optimization. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: data science methodologies; differences from classical statistical analysis; structuring the modeling process. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: useful linear algebra and calculus; descriptive and inferential statistics; regression, classification and ensembles. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: Python and data preparation; machine learning and deep learning; transformers and language models. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: analysis with pandas and NumPy; charts with Matplotlib and Seaborn; preparing a data pipeline. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: data preparation with pandas; regression and classification; clustering and text analysis. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: data analysis and visualization; probability and statistics; feature engineering and dimensionality reduction. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: working with SAP data; statistical analysis with Python; using NumPy and statsmodels. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: data quality and preparation with pandas; statistics, probability and A/B tests; machine learning models with scikit-learn. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: analytics and data science foundations; statistics and A/B testing; SQL queries and Python programming. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: Python and statistics foundations; data cleaning and exploration; regression, classification and clustering. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: organizing visual workflows; data cleaning and transformation; loops and automation. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: mathematics and data preparation; machine learning algorithms; neural networks and optimization. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: data, information and analysis processes; descriptive statistics and dispersion; modeling foundations with Python. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: data collection and cleaning; dataframe analysis with pandas; appropriate data visualization. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: defining the business problem; collecting and preparing data; building features and models. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: turning a need into a data problem; cleaning and merging datasets; time series and language processing. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: implementing algorithms in Python; modeling with scikit-learn; visualization with Matplotlib. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: variables, functions and loops in R; data import and manipulation; exploration with Tidyverse. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: exploratory feature analysis; simple, multiple and regularized regression; validation and residual diagnostics. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: data types and descriptive measures; probability and distributions; confidence intervals and tests. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: descriptive and inferential statistics; t-tests, chi-square and ANOVA; linear and logistic regression. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: data types and charts; mean, median and dispersion; distributions and standardized scores. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: mathematical foundations for models; probability and distributions; applied statistical reasoning. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
Data ScienceKey topics: positioning and competitive advantage; business model organization; choosing development priorities. Learn through clear explanations and practical activities.
AI Skills Academy teaching teamTotals include a base declared by the training center.
