![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/02\/icon-1.png\"){kind=icon}
\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\r\n\r\n\r\n\t\t \r\n\t\t\tAdvanced Financial Modelling<\/a><\/h3>\r\n\t <\/div>\r\n\r\n\t\t\t\r\n\t\t\t\tWe offer top-tier advanced financial modeling services designed to empower businesses and individuals with the insights and tools necessary for exceptional decision-making\t\t\t<\/div>\r\n\r\n\t\t\t\r\n\t\t<\/div>\t\r\n\t\t\t\t\t\r\n\t\t\t\t![\"Service](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/02\/hover-img.png\")
\r\n\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n<\/div>[\/vc_column_inner][vc_column_inner width=”1\/3″]\r\n\r\n\r\n\r\n\t\t\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/02\/icon-2.png\")
\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\r\n\r\n\r\n\t\t \r\n\t\t\t\r\n\t Professional Data Analysis<\/a><\/h3>\r\n\t <\/div>\r\n\r\n\t\t\t\r\n\t\t\t\tWe offer a full suite of data analysis services designed to help businesses and individuals unlock the true potential of their data…..\t\t\t<\/div>\r\n\r\n\t\t\t\r\n\t\t<\/div>\t\r\n\t\t\t\t\t\r\n\t\t\t\t\r\n\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n<\/div>[\/vc_column_inner][vc_column_inner width=”1\/3″]\r\n\r\n\r\n\r\n\t\t\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/02\/icon-3.png\")
\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\r\n\r\n\r\n\t\t \r\n\t\t\t\r\n\t Machine Learning<\/a><\/h3>\r\n\t <\/div>\r\n\r\n\t\t\t\r\n\t\t\t\tWe specialize in providing state-of-the-art machine learning services that enable businesses and organizations to leverage the power of advanced algorithms.\t\t\t<\/div>\r\n\r\n\t\t\t\r\n\t\t<\/div>\t\r\n\t\t\t\t\t\r\n\t\t\t\t\r\n\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n<\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row content_placement=”middle” el_class=”md-full-col”][vc_column width=”7\/12″ css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\r\n\r\n\t\t \r\n\t\t ![\"image-1\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/part_I-1024x875.png\")
\r\n\t\t <\/div>\r\n\t\t \r\n\t\t ![\"image-1\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/02\/image-2.png\")
\r\n\t\t <\/div>\r\n\t\t <\/div>[\/vc_column][vc_column width=”5\/12″]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>\n \n \t\n \t\t\n\t \n\t Financial Modelling Challenges We Solve <\/h2>\n\t <\/div>\n\n- Overloaded dashboards<\/li>\n
- Data Accuracy and Quality<\/li>\n
- Assumptions and Uncertainty<\/li>\n
- Model Complexity and Simplification<\/li>\n
- Model Validation and Evaluation<\/li>\n<\/ul>\n
<\/p><\/div><\/div>\r\n\r\n
\r\n\tRead More<\/a>\r\n<\/div>\r\n\r\n[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1581054403005{padding-top: 0px !important;padding-bottom: 0px !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}”][vc_column css=”.vc_custom_1580452191437{padding-right: 0px !important;padding-left: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row content_placement=”middle” el_class=”md-full-col”][vc_column width=”5\/12″ css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\n \n \t\n \t\t\n\t \n\t Big Data Analysis Challenges We Solve <\/h2>\n\t <\/div>\n\n- Data Interpretation and Visualization<\/li>\n
- Not insightful reports<\/li>\n
- Data Integration<\/li>\n
- Real-time Analytics<\/li>\n<\/ul>\n
<\/p><\/div><\/div>\r\n\r\n
\r\n\tRead More<\/a>\r\n<\/div>\r\n\r\n[\/vc_column][vc_column width=”7\/12″]\r\n\r\n\t\t \r\n\t\t ![\"image-1\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/part_2-1024x875.png\")
\r\n\t\t <\/div>\r\n\t\t \r\n\t\t \r\n\t\t <\/div>\r\n\t\t <\/div>[\/vc_column][vc_column]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1582525081618{padding-top: 0px !important;padding-bottom: 0px !important;background: #f1f6fd url(https:\/\/demo.auburnforest.com\/wordpress\/pivotal\/wp-content\/uploads\/2020\/02\/shape_rp.png?id=2921) !important;background-position: 0 0 !important;background-repeat: repeat !important;}” el_class=”bg-repeat-x-center md-hidden-bg-img”][vc_column css=”.vc_custom_1580452191437{padding-right: 0px !important;padding-left: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>\n \n \t\n \t\t\n\t Working Steps<\/span>\n\t How Espresso BI Works <\/h2>\n\t <\/div><\/div>\r\n \r\n \r\n \r\n Objective Definition and Data Collection<\/h4>\r\n <\/div>\r\n \r\n We Define the project's goals and objective and collect data<\/p>\r\n ![\"Process](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/02\/icon_process.png\")
\r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n ![\"Process](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/02\/2-4.png\")
\r\n We Clean, preprocess, and transform the data for analysis.<\/p>\r\n <\/div>\r\n
\r\n Data Preparation <\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Data Preparation <\/h4>\r\n <\/div>\r\n \r\n We Clean, preprocess, and transform the data for analysis.<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n Exploratory Analysis, <\/h4>\r\n <\/div>\r\n \r\n Perform exploratory data analysis to understand patterns and relationships<\/p>\r\n ![\"Process](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/02\/3-4.png\")
\r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n ![\"Process](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/02\/4-3.png\")
\r\n We Enhance the data with new variables or modifications.<\/p>\r\n <\/div>\r\n
\r\n Feature Engineering and Model Selection<\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Feature Engineering and Model Selection<\/h4>\r\n <\/div>\r\n \r\n We Enhance the data with new variables or modifications.<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n Model Training and Evaluation<\/h4>\r\n <\/div>\r\n \r\n We Train the chosen models using prepared data<\/p>\r\n ![\"Process](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/02\/5-1.png\")
\r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n \r\n Interpret the results, identifying key insights and trends<\/p>\r\n <\/div>\r\n
\r\n Visualizations and Results Interpretation<\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Visualizations and Results Interpretation<\/h4>\r\n <\/div>\r\n \r\n Interpret the results, identifying key insights and trends<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” content_placement=”middle” el_class=”md-full-col”][vc_column css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>\n \n \t\n \t\t\n\t Our Major Tools<\/span>\n\t Tool We Use <\/h2>\n\t <\/div><\/div>[vc_row_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/1.png\")
\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tPhyton<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/5-1.png\")
\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMatplotlib<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/9-1.png\")
\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft\u00ae Azure<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/2-1.png\")
\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft Power Bl<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/6-1.png\")
\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tTensorFlow<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/10-1.png\")
\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft SQL Servers<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/3-1.png\")
\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tTableau<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/7-1.png\")
\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tR<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/11-1.png\")
\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tSnowflake<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/4-1.png\")
\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tmySQL<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/8-1.png\")
\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tPandas<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t![\"Rs-service\"](\"https:\/\/espressobi.com\/wp-content\/uploads\/2020\/03\/12-1.png\")
\r\n\t\t\t\t\t <\/div>
\r\n\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n<\/div>[\/vc_column_inner][vc_column_inner width=”1\/3″]\r\n\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\r\n\r\n\r\n\t\t \r\n\t\t\tProfessional Data Analysis<\/a><\/h3>\r\n\t <\/div>\r\n\r\n\t\t\t\r\n\t\t\t\tWe offer a full suite of data analysis services designed to help businesses and individuals unlock the true potential of their data…..\t\t\t<\/div>\r\n\r\n\t\t\t\r\n\t\t<\/div>\t\r\n\t\t\t\t\t\r\n\t\t\t\t\r\n\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n<\/div>[\/vc_column_inner][vc_column_inner width=”1\/3″]\r\n\r\n\r\n\r\n\t\t\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\r\n\r\n\r\n\t\t \r\n\t\t\t\r\n\t Machine Learning<\/a><\/h3>\r\n\t <\/div>\r\n\r\n\t\t\t\r\n\t\t\t\tWe specialize in providing state-of-the-art machine learning services that enable businesses and organizations to leverage the power of advanced algorithms.\t\t\t<\/div>\r\n\r\n\t\t\t\r\n\t\t<\/div>\t\r\n\t\t\t\t\t\r\n\t\t\t\t\r\n\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n<\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row content_placement=”middle” el_class=”md-full-col”][vc_column width=”7\/12″ css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\r\n\r\n\t\t \r\n\t\t \r\n\t\t <\/div>\r\n\t\t \r\n\t\t \r\n\t\t <\/div>\r\n\t\t <\/div>[\/vc_column][vc_column width=”5\/12″]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>\n \n \t\n \t\t\n\t \n\t Financial Modelling Challenges We Solve <\/h2>\n\t <\/div>\n\n- Overloaded dashboards<\/li>\n
- Data Accuracy and Quality<\/li>\n
- Assumptions and Uncertainty<\/li>\n
- Model Complexity and Simplification<\/li>\n
- Model Validation and Evaluation<\/li>\n<\/ul>\n
<\/p><\/div><\/div>\r\n\r\n
\r\n\tRead More<\/a>\r\n<\/div>\r\n\r\n[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1581054403005{padding-top: 0px !important;padding-bottom: 0px !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}”][vc_column css=”.vc_custom_1580452191437{padding-right: 0px !important;padding-left: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row content_placement=”middle” el_class=”md-full-col”][vc_column width=”5\/12″ css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\n \n \t\n \t\t\n\t \n\t Big Data Analysis Challenges We Solve <\/h2>\n\t <\/div>\n\n- Data Interpretation and Visualization<\/li>\n
- Not insightful reports<\/li>\n
- Data Integration<\/li>\n
- Real-time Analytics<\/li>\n<\/ul>\n
<\/p><\/div><\/div>\r\n\r\n
\r\n\tRead More<\/a>\r\n<\/div>\r\n\r\n[\/vc_column][vc_column width=”7\/12″]\r\n\r\n\t\t \r\n\t\t \r\n\t\t <\/div>\r\n\t\t \r\n\t\t \r\n\t\t <\/div>\r\n\t\t <\/div>[\/vc_column][vc_column]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1582525081618{padding-top: 0px !important;padding-bottom: 0px !important;background: #f1f6fd url(https:\/\/demo.auburnforest.com\/wordpress\/pivotal\/wp-content\/uploads\/2020\/02\/shape_rp.png?id=2921) !important;background-position: 0 0 !important;background-repeat: repeat !important;}” el_class=”bg-repeat-x-center md-hidden-bg-img”][vc_column css=”.vc_custom_1580452191437{padding-right: 0px !important;padding-left: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>\n \n \t\n \t\t\n\t Working Steps<\/span>\n\t How Espresso BI Works <\/h2>\n\t <\/div><\/div>\r\n \r\n \r\n \r\n Objective Definition and Data Collection<\/h4>\r\n <\/div>\r\n \r\n We Define the project's goals and objective and collect data<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n \r\n We Clean, preprocess, and transform the data for analysis.<\/p>\r\n <\/div>\r\n
\r\n Data Preparation <\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Data Preparation <\/h4>\r\n <\/div>\r\n \r\n We Clean, preprocess, and transform the data for analysis.<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n Exploratory Analysis, <\/h4>\r\n <\/div>\r\n \r\n Perform exploratory data analysis to understand patterns and relationships<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n \r\n We Enhance the data with new variables or modifications.<\/p>\r\n <\/div>\r\n
\r\n Feature Engineering and Model Selection<\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Feature Engineering and Model Selection<\/h4>\r\n <\/div>\r\n \r\n We Enhance the data with new variables or modifications.<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n Model Training and Evaluation<\/h4>\r\n <\/div>\r\n \r\n We Train the chosen models using prepared data<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n \r\n Interpret the results, identifying key insights and trends<\/p>\r\n <\/div>\r\n
\r\n Visualizations and Results Interpretation<\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Visualizations and Results Interpretation<\/h4>\r\n <\/div>\r\n \r\n Interpret the results, identifying key insights and trends<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” content_placement=”middle” el_class=”md-full-col”][vc_column css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>\n \n \t\n \t\t\n\t Our Major Tools<\/span>\n\t Tool We Use <\/h2>\n\t <\/div><\/div>[vc_row_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tPhyton<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMatplotlib<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft\u00ae Azure<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft Power Bl<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tTensorFlow<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft SQL Servers<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tTableau<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tR<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tSnowflake<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tmySQL<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tPandas<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>
\r\n\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n<\/div>[\/vc_column_inner][vc_column_inner width=”1\/3″]\r\n\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\r\n\r\n\r\n\t\t \r\n\t\t\tMachine Learning<\/a><\/h3>\r\n\t <\/div>\r\n\r\n\t\t\t\r\n\t\t\t\tWe specialize in providing state-of-the-art machine learning services that enable businesses and organizations to leverage the power of advanced algorithms.\t\t\t<\/div>\r\n\r\n\t\t\t\r\n\t\t<\/div>\t\r\n\t\t\t\t\t\r\n\t\t\t\t\r\n\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n<\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row content_placement=”middle” el_class=”md-full-col”][vc_column width=”7\/12″ css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\r\n\r\n\t\t \r\n\t\t \r\n\t\t <\/div>\r\n\t\t \r\n\t\t \r\n\t\t <\/div>\r\n\t\t <\/div>[\/vc_column][vc_column width=”5\/12″]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>\n \n \t\n \t\t\n\t \n\t Financial Modelling Challenges We Solve <\/h2>\n\t <\/div>\n\n- Overloaded dashboards<\/li>\n
- Data Accuracy and Quality<\/li>\n
- Assumptions and Uncertainty<\/li>\n
- Model Complexity and Simplification<\/li>\n
- Model Validation and Evaluation<\/li>\n<\/ul>\n
<\/p><\/div><\/div>\r\n\r\n
\r\n\tRead More<\/a>\r\n<\/div>\r\n\r\n[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1581054403005{padding-top: 0px !important;padding-bottom: 0px !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}”][vc_column css=”.vc_custom_1580452191437{padding-right: 0px !important;padding-left: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row content_placement=”middle” el_class=”md-full-col”][vc_column width=”5\/12″ css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\n \n \t\n \t\t\n\t \n\t Big Data Analysis Challenges We Solve <\/h2>\n\t <\/div>\n\n- Data Interpretation and Visualization<\/li>\n
- Not insightful reports<\/li>\n
- Data Integration<\/li>\n
- Real-time Analytics<\/li>\n<\/ul>\n
<\/p><\/div><\/div>\r\n\r\n
\r\n\tRead More<\/a>\r\n<\/div>\r\n\r\n[\/vc_column][vc_column width=”7\/12″]\r\n\r\n\t\t \r\n\t\t \r\n\t\t <\/div>\r\n\t\t \r\n\t\t \r\n\t\t <\/div>\r\n\t\t <\/div>[\/vc_column][vc_column]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1582525081618{padding-top: 0px !important;padding-bottom: 0px !important;background: #f1f6fd url(https:\/\/demo.auburnforest.com\/wordpress\/pivotal\/wp-content\/uploads\/2020\/02\/shape_rp.png?id=2921) !important;background-position: 0 0 !important;background-repeat: repeat !important;}” el_class=”bg-repeat-x-center md-hidden-bg-img”][vc_column css=”.vc_custom_1580452191437{padding-right: 0px !important;padding-left: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>\n \n \t\n \t\t\n\t Working Steps<\/span>\n\t How Espresso BI Works <\/h2>\n\t <\/div><\/div>\r\n \r\n \r\n \r\n Objective Definition and Data Collection<\/h4>\r\n <\/div>\r\n \r\n We Define the project's goals and objective and collect data<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n \r\n We Clean, preprocess, and transform the data for analysis.<\/p>\r\n <\/div>\r\n
\r\n Data Preparation <\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Data Preparation <\/h4>\r\n <\/div>\r\n \r\n We Clean, preprocess, and transform the data for analysis.<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n Exploratory Analysis, <\/h4>\r\n <\/div>\r\n \r\n Perform exploratory data analysis to understand patterns and relationships<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n \r\n We Enhance the data with new variables or modifications.<\/p>\r\n <\/div>\r\n
\r\n Feature Engineering and Model Selection<\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Feature Engineering and Model Selection<\/h4>\r\n <\/div>\r\n \r\n We Enhance the data with new variables or modifications.<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n Model Training and Evaluation<\/h4>\r\n <\/div>\r\n \r\n We Train the chosen models using prepared data<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n \r\n Interpret the results, identifying key insights and trends<\/p>\r\n <\/div>\r\n
\r\n Visualizations and Results Interpretation<\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Visualizations and Results Interpretation<\/h4>\r\n <\/div>\r\n \r\n Interpret the results, identifying key insights and trends<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” content_placement=”middle” el_class=”md-full-col”][vc_column css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>\n \n \t\n \t\t\n\t Our Major Tools<\/span>\n\t Tool We Use <\/h2>\n\t <\/div><\/div>[vc_row_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tPhyton<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMatplotlib<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft\u00ae Azure<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft Power Bl<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tTensorFlow<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft SQL Servers<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tTableau<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tR<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tSnowflake<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tmySQL<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tPandas<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>
\r\n\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n<\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner]\r\n\t\t <\/div>\r\n\t\t \r\n\t\t <\/div>\r\n\t\t <\/div>[\/vc_column][vc_column width=”5\/12″]Financial Modelling Challenges We Solve <\/h2>\n\t <\/div>\n\n- Overloaded dashboards<\/li>\n
- Data Accuracy and Quality<\/li>\n
- Assumptions and Uncertainty<\/li>\n
- Model Complexity and Simplification<\/li>\n
- Model Validation and Evaluation<\/li>\n<\/ul>\n
<\/p><\/div><\/div>\r\n\r\n
\r\n\tRead More<\/a>\r\n<\/div>\r\n\r\n[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1581054403005{padding-top: 0px !important;padding-bottom: 0px !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}”][vc_column css=”.vc_custom_1580452191437{padding-right: 0px !important;padding-left: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row content_placement=”middle” el_class=”md-full-col”][vc_column width=”5\/12″ css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\n \n \t\n \t\t\n\t \n\t Big Data Analysis Challenges We Solve <\/h2>\n\t <\/div>\n\n- Data Interpretation and Visualization<\/li>\n
- Not insightful reports<\/li>\n
- Data Integration<\/li>\n
- Real-time Analytics<\/li>\n<\/ul>\n
<\/p><\/div><\/div>\r\n\r\n
\r\n\tRead More<\/a>\r\n<\/div>\r\n\r\n[\/vc_column][vc_column width=”7\/12″]\r\n\r\n\t\t \r\n\t\t \r\n\t\t <\/div>\r\n\t\t \r\n\t\t \r\n\t\t <\/div>\r\n\t\t <\/div>[\/vc_column][vc_column]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1582525081618{padding-top: 0px !important;padding-bottom: 0px !important;background: #f1f6fd url(https:\/\/demo.auburnforest.com\/wordpress\/pivotal\/wp-content\/uploads\/2020\/02\/shape_rp.png?id=2921) !important;background-position: 0 0 !important;background-repeat: repeat !important;}” el_class=”bg-repeat-x-center md-hidden-bg-img”][vc_column css=”.vc_custom_1580452191437{padding-right: 0px !important;padding-left: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>\n \n \t\n \t\t\n\t Working Steps<\/span>\n\t How Espresso BI Works <\/h2>\n\t <\/div><\/div>\r\n \r\n \r\n \r\n Objective Definition and Data Collection<\/h4>\r\n <\/div>\r\n \r\n We Define the project's goals and objective and collect data<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n \r\n We Clean, preprocess, and transform the data for analysis.<\/p>\r\n <\/div>\r\n
\r\n Data Preparation <\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Data Preparation <\/h4>\r\n <\/div>\r\n \r\n We Clean, preprocess, and transform the data for analysis.<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n Exploratory Analysis, <\/h4>\r\n <\/div>\r\n \r\n Perform exploratory data analysis to understand patterns and relationships<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n \r\n We Enhance the data with new variables or modifications.<\/p>\r\n <\/div>\r\n
\r\n Feature Engineering and Model Selection<\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Feature Engineering and Model Selection<\/h4>\r\n <\/div>\r\n \r\n We Enhance the data with new variables or modifications.<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n Model Training and Evaluation<\/h4>\r\n <\/div>\r\n \r\n We Train the chosen models using prepared data<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n \r\n \r\n \r\n Interpret the results, identifying key insights and trends<\/p>\r\n <\/div>\r\n
\r\n Visualizations and Results Interpretation<\/h4>\r\n <\/div>\r\n <\/div>\r\n \r\n \r\n Visualizations and Results Interpretation<\/h4>\r\n <\/div>\r\n \r\n Interpret the results, identifying key insights and trends<\/p>\r\n \r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>
\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” content_placement=”middle” el_class=”md-full-col”][vc_column css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\r\n <\/div>\t\t\t\r\n\t\t\t<\/div>\n \n \t\n \t\t\n\t Our Major Tools<\/span>\n\t Tool We Use <\/h2>\n\t <\/div><\/div>[vc_row_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tPhyton<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMatplotlib<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft\u00ae Azure<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft Power Bl<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tTensorFlow<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft SQL Servers<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tTableau<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tR<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tSnowflake<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tmySQL<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tPandas<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t\r\n\t\t \r\n \r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>
- \n
- Overloaded dashboards<\/li>\n
- Data Accuracy and Quality<\/li>\n
- Assumptions and Uncertainty<\/li>\n
- Model Complexity and Simplification<\/li>\n
- Model Validation and Evaluation<\/li>\n<\/ul>\n
<\/p><\/div><\/div>\r\n\r\n
\r\n\tRead More<\/a>\r\n<\/div>\r\n\r\n[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1581054403005{padding-top: 0px !important;padding-bottom: 0px !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}”][vc_column css=”.vc_custom_1580452191437{padding-right: 0px !important;padding-left: 0px !important;}”]\r\n<\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row content_placement=”middle” el_class=”md-full-col”][vc_column width=”5\/12″ css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\n\n \t\n \t\t\n\t \n\tBig Data Analysis Challenges We Solve <\/h2>\n\t <\/div>
\n- \n
- Data Interpretation and Visualization<\/li>\n
- Not insightful reports<\/li>\n
- Data Integration<\/li>\n
- Real-time Analytics<\/li>\n<\/ul>\n
<\/p><\/div><\/div>\r\n\r\n
\r\n\tRead More<\/a>\r\n<\/div>\r\n\r\n[\/vc_column][vc_column width=”7\/12″]\r\n\r\n\t\t\r\n\t\t\r\n\t\t <\/div>\r\n\t\t \r\n\t\t\r\n\t\t <\/div>\r\n\t\t <\/div>[\/vc_column][vc_column]\r\n<\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” css=”.vc_custom_1582525081618{padding-top: 0px !important;padding-bottom: 0px !important;background: #f1f6fd url(https:\/\/demo.auburnforest.com\/wordpress\/pivotal\/wp-content\/uploads\/2020\/02\/shape_rp.png?id=2921) !important;background-position: 0 0 !important;background-repeat: repeat !important;}” el_class=”bg-repeat-x-center md-hidden-bg-img”][vc_column css=”.vc_custom_1580452191437{padding-right: 0px !important;padding-left: 0px !important;}”]\r\n<\/div>\t\t\t\r\n\t\t\t<\/div>\n\n \t\n \t\t\n\t Working Steps<\/span>\n\tHow Espresso BI Works <\/h2>\n\t <\/div><\/div>
\r\n\r\n\r\n\r\nObjective Definition and Data Collection<\/h4>\r\n <\/div>\r\n
\r\nWe Define the project's goals and objective and collect data<\/p>\r\n
\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n\r\n\r\n\r\n We Clean, preprocess, and transform the data for analysis.<\/p>\r\n <\/div>\r\n
\r\nData Preparation <\/h4>\r\n <\/div>\r\n <\/div>\r\n
\r\n\r\nData Preparation <\/h4>\r\n <\/div>\r\n
\r\nWe Clean, preprocess, and transform the data for analysis.<\/p>\r\n
\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n\r\n\r\nExploratory Analysis, <\/h4>\r\n <\/div>\r\n
\r\nPerform exploratory data analysis to understand patterns and relationships<\/p>\r\n
\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n\r\n\r\n\r\n We Enhance the data with new variables or modifications.<\/p>\r\n <\/div>\r\n
\r\nFeature Engineering and Model Selection<\/h4>\r\n <\/div>\r\n <\/div>\r\n
\r\n\r\nFeature Engineering and Model Selection<\/h4>\r\n <\/div>\r\n
\r\nWe Enhance the data with new variables or modifications.<\/p>\r\n
\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n\r\n\r\nModel Training and Evaluation<\/h4>\r\n <\/div>\r\n
\r\nWe Train the chosen models using prepared data<\/p>\r\n
\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n\r\n\r\n\r\n Interpret the results, identifying key insights and trends<\/p>\r\n <\/div>\r\n
\r\nVisualizations and Results Interpretation<\/h4>\r\n <\/div>\r\n <\/div>\r\n
\r\n\r\nVisualizations and Results Interpretation<\/h4>\r\n <\/div>\r\n
\r\nInterpret the results, identifying key insights and trends<\/p>\r\n
\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n<\/div>\t\t\t\r\n\t\t\t<\/div>[\/vc_column][\/vc_row][vc_row full_width=”stretch_row” content_placement=”middle” el_class=”md-full-col”][vc_column css=”.vc_custom_1576130680113{padding-top: 0px !important;padding-bottom: 0px !important;}”]\r\n<\/div>\t\t\t\r\n\t\t\t<\/div>\n\n \t\n \t\t\n\t Our Major Tools<\/span>\n\tTool We Use <\/h2>\n\t <\/div><\/div>[vc_row_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tPhyton<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMatplotlib<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft\u00ae Azure<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft Power Bl<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tTensorFlow<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tMicrosoft SQL Servers<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tTableau<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tR<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tSnowflake<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>[\/vc_column_inner][vc_column_inner width=”1\/4″]\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tmySQL<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>\r\n\t\t\t\t\r\n\t\t\t\t\t\r\n\r\n\t\t\t\t\t\tPandas<\/a>\r\n\r\n\t\t\t\t\t\t\r\n\t\t\t\t\t<\/h3> <\/div>\r\n\t\t\t<\/div>\t\r\n\t\t<\/div><\/div>\r\n\t\r\n\t\t
\r\n\t\t\r\n\r\n\t\t\t\t\t\t\t\r\n\t\t\t\t\t <\/div>