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Codegnan- Data Science training in Hyderabad (curriculum)
If you want to learn Data Science and grow your IT career in Hyderabad, then this course curriculum by Codegnan will be useful for you. Codegnan's Data Science Training in Hyderabad covers a comprehensive range of topics essential for aspiring data scientists. The course begins with Python fundamentals, including syntax, data types, operators, and control structures. Students delve into advanced Python concepts such as list comprehension, dictionaries, and modules. The training progresses to data manipulation and analysis using libraries like Pandas and NumPy, followed by data visualization techniques employing Matplotlib, Seaborn, and Plotly. Participants gain hands-on experience in database access, Excel functions, and data cleaning techniques. They explore statistical methods for descriptive and inferential analysis, laying the groundwork for machine learning algorithms. The curriculum includes supervised and unsupervised learning methods like regression, classification, clustering, and dimensionality reduction. Ensemble methods, boosting, and hyperparameter tuning are also covered extensively. The course extends into specialized areas like Natural Language Processing (NLP), deep learning concepts such as artificial neural networks (ANNs), convolutional neural networks (CNNs), and recurrent neural networks (RNNs). Practical applications like real-time drowsiness detection, house price prediction using LSTM, and fire/smoke detection using CNNs provide hands-on experience. Students also learn about API development with Flask and deployment of ML models, culminating in project work for consolidation of skills. Connect with Codegnan, The Best Data Science training course Codegnan Hyderabad Address: Kothwal Madhava Reddy Plaza, Beside Indian Oil Petrol Bunk, JNTUH Metro Station, Nizampet X Roads, Hyderabad, 500072 Phone: +91 9888748888
