https://academy.pathtoai.com/courses/ai-agents/chapter1/Chapter1-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-agents/chapter10/Chapter10-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-agents/chapter11/Chapter11-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-agents/chapter2/Chapter2-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-agents/chapter3/Chapter3-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-agents/chapter4/Chapter4-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-agents/chapter5/Chapter5-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-agents/chapter6/Chapter6-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-agents/chapter7/Chapter7-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-agents/chapter8/Chapter8-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-agents/chapter9/Chapter9-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-agents/index.html 2026-06-30 weekly 0.8 https://academy.pathtoai.com/courses/ai-engineering/chapter1/Chapter1-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-engineering/chapter10/Chapter10-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-engineering/chapter2/Chapter2-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-engineering/chapter3/Chapter3-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-engineering/chapter4/Chapter4-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-engineering/chapter5/Chapter5-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-engineering/chapter6/Chapter6-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-engineering/chapter7/Chapter7-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-engineering/chapter8/Chapter8-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-engineering/chapter9/Chapter9-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-engineering/index.html 2026-06-30 weekly 0.8 https://academy.pathtoai.com/courses/ai-evals/chapter1/Chapter1-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/chapter10/Chapter10-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/chapter11/Chapter11-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/chapter12/Chapter12-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/chapter2/Chapter2-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/chapter3/Chapter3-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/chapter4/Chapter4-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/chapter5/Chapter5-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/chapter6/Chapter6-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/chapter7/Chapter7-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/chapter8/Chapter8-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/chapter9/Chapter9-Tutorial.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/ai-evals/index.html 2026-06-30 weekly 0.8 https://academy.pathtoai.com/courses/center/ai-for-pm.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/center/index.html 2026-07-07 weekly 0.8 https://academy.pathtoai.com/courses/roadmap/index-widgets.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/index.html 2026-06-30 weekly 0.8 https://academy.pathtoai.com/courses/roadmap/lms/index.html 2026-06-30 weekly 0.8 https://academy.pathtoai.com/courses/roadmap/lms/module-1-1.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-1-2.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-1-3.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-1-4.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-1-5.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-1-6.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-1-7.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-2-0.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-2-1.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-2-2.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-2-3.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-3-0.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-3-1.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-3-2.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-3-3.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-3-4.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-4-1.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-4-2.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-4-3.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-4-4.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-5-1.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-5-2.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-5-3.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-5-4.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-6-1.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-6-2.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-6-3.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-7-1.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-7-2.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-7-3.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-7-4.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-8-1.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-8-2.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-8-3.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-8-4.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-8-5.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-8-6.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-8-7.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-8-8.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/lms/module-8-9.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_1_Programming_Foundation/1.0_Initial_Directory/initial_setup_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_1_Programming_Foundation/1.1_Python_fundamentals/python_fundamentals_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_1_Programming_Foundation/1.2_Data_Structures_Algorithms/data_structures_algorithms_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_1_Programming_Foundation/1.3_OOP_Complexity_Analysis/oop_complexity_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_1_Programming_Foundation/1.4_Advanced_Python_Concepts/advanced_python_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_1_Programming_Foundation/1.5_Virtual_Environment_Management/virtual_env_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_1_Programming_Foundation/1.6_Data_Science_Tools/data_science_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_1_Programming_Foundation/1.7_Python_Mini_Project/python_mini_project_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_2_Mathematical_Foundation/2.0_Descriptive_Statistics/descriptive_statistics_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_2_Mathematical_Foundation/2.1_Probability_Foundations/probability_foundations_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_2_Mathematical_Foundation/2.2_Inferential_Statistics/inferential_statistics_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_2_Mathematical_Foundation/2.3_Applied_Statistics_Project/.ipynb_checkpoints/applied_statistics_ppt-checkpoint.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_2_Mathematical_Foundation/2.3_Applied_Statistics_Project/applied_statistics_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_2_Mathematical_Foundation/2.3_Applied_Statistics_Project/applied_statistics_project_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_3_Data_Engineering/3.0_SQL_Basics/.ipynb_checkpoints/sql_basics_ppt-checkpoint.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_3_Data_Engineering/3.0_SQL_Basics/sql_basics_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_3_Data_Engineering/3.1_SQL_Mastery/sql_mastery_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_3_Data_Engineering/3.2_Pipeline_Architecture/pipeline_architecture_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_3_Data_Engineering/3.3_Big_Data_Orchestration/big_data_orchestration_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_3_Data_Engineering/3.4_Data_Engineering_Projects/data_engineering_projects_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_3_Data_Engineering/3.5_DE_Foundations/de_foundations_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_4_Data_Analysis/4.1_Exploratory_Data_Analysis/eda_exploration_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_4_Data_Analysis/4.2_Feature_Engineering/feature_engineering_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_4_Data_Analysis/4.3_Advanced_Analysis/advanced_analysis_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_4_Data_Analysis/4.4_EDA_Automation_Project/eda_automation_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.0_ML_Foundations_and_Lifecycle.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.1_Classical_ML_Part1/classical_ml_part1_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.1_Classical_ML_Part1/classical_ml_part1_slides.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.1_Classical_ML_Part1/decision_tree_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.1_Classical_ML_Part1/knn_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.1_Classical_ML_Part1/linear_regression_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.1_Classical_ML_Part1/logistic_regression_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.1_Classical_ML_Part1/naive_bayes_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.1_Classical_ML_Part1/svm_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.2_Classical_ML_Part2/advanced_ml_ensembles_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.2_Classical_ML_Part2/bagging_vs_boosting_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.2_Classical_ML_Part2/catboost_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.2_Classical_ML_Part2/classical_ml_part2_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.2_Classical_ML_Part2/ensemble_stacking_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.2_Classical_ML_Part2/gradient_boosting_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.2_Classical_ML_Part2/random_forest_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.2_Classical_ML_Part2/xgboost_deep_dive.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.3_Deep_Learning_NLP/nlp_ml_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_5_Machine_Learning/5.4_Advanced_Topics_Project/advanced_topics_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_6_MLOps_ML_System_Design/6.1_ML_Infrastructure/ml_infrastructure_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_6_MLOps_ML_System_Design/6.2_Deployment_Patterns/deployment_patterns_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_6_MLOps_ML_System_Design/6.3_Production_ML/production_ml_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_7_Deep_Learning/7.1_PyTorch_Fundamentals/pytorch_fundamentals_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_7_Deep_Learning/7.2_Computer_Vision/computer_vision_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_7_Deep_Learning/7.3_Natural_Language_Processing/nlp_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_7_Deep_Learning/7.4_Advanced_Deep_Learning/advanced_deep_learning_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.1_Foundations/foundations_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.2_Core_Architectures/core_architectures_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.3_Large_Language_Models/llm_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.3_Large_Language_Models/prompt_hub_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.3_Large_Language_Models/prompting_techniques_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.4_Multimodal_AI/multimodal_ai_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.5_Building_With_GenAI/building_genai_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.5_Building_With_GenAI/langchain_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.6_Evaluation_Performance/evaluation_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.7_Ethics_Safety/ethics_safety_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.8_Business_Applications/business_applications_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/courses/roadmap/Phase_8_GenAI/8.9_Regulation_Governance/regulation_governance_ppt.html 2026-06-30 monthly 0.6 https://academy.pathtoai.com/ 2026-07-07 weekly 1.0 https://academy.pathtoai.com/pricing 2026-07-07 weekly 0.8 https://academy.pathtoai.com/resources/algo_master/index.html 2026-07-01 weekly 0.8 https://academy.pathtoai.com/resources/algo_master/index.old.html 2026-07-01 monthly 0.6 https://academy.pathtoai.com/resources/algo_master/problem-detail.html 2026-07-01 monthly 0.6 https://academy.pathtoai.com/resources/blog/ENGAGEMENT-TEMPLATE.html 2026-07-05 monthly 0.6 https://academy.pathtoai.com/resources/blog/how-to-build-a-rag-system.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/blog/index.html 2026-07-01 weekly 0.8 https://academy.pathtoai.com/resources/blog/llm-cheatsheet.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/blog/mlops-essentials.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/blog/prompt-engineering-guide.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/blog/rag-explained.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/blog/rag-interview-scenarios.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/blog/SWE-Fundamentals-Cheatsheet.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/blog/transformer-architecture-explained.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/blog/what-is-machine-learning.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/interview-prep/index.html 2026-07-01 weekly 0.8 https://academy.pathtoai.com/resources/projects/house-price-prediction.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/projects/image-classification-cnn.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/projects/index.html 2026-07-07 weekly 0.8 https://academy.pathtoai.com/resources/projects/sentiment-analysis-pipeline.html 2026-07-07 monthly 0.6 https://academy.pathtoai.com/resources/research-papers/attention-is-all-you-need-guide.html 2026-07-06 monthly 0.6 https://academy.pathtoai.com/resources/research-papers/attention-is-all-you-need.html 2026-07-06 monthly 0.6 https://academy.pathtoai.com/resources/research-papers/index.html 2026-07-07 weekly 0.8 https://academy.pathtoai.com/resources/research-papers/paper-to-interactive-guide/assets/template.html 2026-07-04 monthly 0.6 https://academy.pathtoai.com/resources/research-papers/ReAct-Interactive-Guide.html 2026-07-06 monthly 0.6