01.01-introduction_why_data_scraping.mkv34.22MB

01.02-introduction_applications_of_data_scraping.mkv16.35MB

01.03-introduction_introduction_of_instructor.mkv4.85MB

01.04-introduction_introduction_to_course_scraping_tools.mkv16.53MB

01.05-introduction_projects_overview.mkv14.28MB

01.06-requests_introduction_to_python_requests.mkv19.01MB

01.07-requests_hands-on_with_requests.mkv27.76MB

01.08-requests_extracting_quotes_manually.mkv36.63MB

01.09-requests_quiz_(extracting_authors).mkv6.09MB

01.10-requests_solution_(extracting_authors).mkv79.5MB

01.100-scrapy_checking_for_next_page_in_spider.mkv9.41MB

01.101-scrapy_checking_for_next_page_url.mkv27.29MB

01.102-scrapy_scraping_quotes_from_next_pages.mkv26.47MB

01.103-scrapy_exporting_extracted_data.mkv12.63MB

01.104-scrapy_quiz_(get_the_tags).mkv41.93MB

01.105-scrapy_solution_(get_the_tags).mkv16.68MB

01.106-scrapy_next_website.mkv22.2MB

01.107-scrapy_css_selectors_for_movie_names_and_urls.mkv13.82MB

01.108-scrapy_combined_css_selectors_for_movie_names_and_urls.mkv20.36MB

01.109-scrapy_sent_request_to_the_film_info_page.mkv24.63MB

01.11-requests_pagination.mkv33.49MB

01.110-scrapy_merge_data_from_two_callbacks.mkv23.72MB

01.111-scrapy_extracting_movie_duration_and_genres.mkv31.45MB

01.112-scrapy_exporting_the_extracted_data.mkv20.89MB

01.113-scrapy_quiz_(extracting_the_year).mkv29.3MB

01.114-scrapy_solution_(extracting_the_year).mkv42.71MB

01.115-scrapy_getting_director_name_and_url.mkv20.79MB

01.116-scrapy_getting_top_four_movies_of_directors.mkv48.12MB

01.117-scrapy_extracting_data_anomaly_(dont_filter_flag).mkv36.69MB

01.118-scrapy_project_hugo_boss_website_for_scraping.mkv11.33MB

01.119-scrapy_project_understanding_site_structure.mkv27.61MB

01.12-requests_quiz_(extracting_author_and_quotes).mkv5.17MB

01.120-scrapy_project_writing_css_selectors_for_listings.mkv41.19MB

01.121-scrapy_project_listings_in_scrapy_shell.mkv19.76MB

01.122-scrapy_project_sending_request_to_listings_urls.mkv31.36MB

01.123-scrapy_project_extracting_products_url_from_the_listings.mkv61.18MB

01.124-scrapy_project_sending_requests_to_products_of_the_listings.mkv34.78MB

01.125-scrapy_project_writing_css_for_getting_the_product_info.mkv67.27MB

01.126-scrapy_project_getting_the_bigger_images_of_the_product.mkv29.38MB

01.127-scrapy_project_checking_next_page_url.mkv63.79MB

01.128-scrapy_project_adding_pagination_to_spider_and_running_it.mkv37.14MB

01.129-scrapy_project_output_of_the_spider.mkv28.79MB

01.13-requests_solution_01_(extracting_author_and_quotes).mkv22.1MB

01.130-selenium_introduction_to_selenium.mkv6.71MB

01.131-selenium_getting_started_with_selenium.mkv11.55MB

01.132-selenium_configuring_the_webdriver.mkv11.88MB

01.133-selenium_extracting_quotes.mkv34.54MB

01.134-selenium_extracting_quotes_and_author_names.mkv36.04MB

01.135-selenium_quiz_(extracting_quotes).mkv4.88MB

01.136-selenium_solution_(extracting_quotes).mkv30.28MB

01.137-selenium_clicking_on_button.mkv21.28MB

01.138-selenium_pagination_and_extracting_data.mkv38.9MB

01.139-selenium_exception_handling_for_unavailable_element.mkv22.95MB

01.14-requests_solution_02_(extracting_author_and_quotes).mkv21.72MB

01.140-selenium_navigating_the_website_for_login.mkv33.44MB

01.141-selenium_quiz_(login_and_extract_quote).mkv6.39MB

01.142-selenium_solution_(login_and_extract_quote).mkv94.48MB

01.143-project_selenium_overview_of_project.mkv6.57MB

01.144-project_selenium_closing_the_cookie_button.mkv11.16MB

01.145-project_selenium_setting_the_language_for_translation.mkv21.32MB

01.146-project_selenium_sending_the_text_for_translation.mkv13.42MB

01.147-project_selenium_downloading_the_translation.mkv15.82MB

01.148-project_selenium_reading_data_from_file_for_translation.mkv39.25MB

01.15-requests_ajax_requests.mkv37.1MB

01.16-requests_ajax_requests_for_cricinfo.mkv46.34MB

01.17-requests_ajax_requests_pagination.mkv22.91MB

01.18-requests_quiz_(extracting_top_stats_from_cricinfo).mkv7.32MB

01.19-requests_solution_01_(extracting_top_stats_from_cricinfo).mkv48.9MB

01.20-requests_solution_02_(extracting_top_stats_from_cricinfo).mkv162.29MB

01.21-beautiful_soap_4_(bs4)_introduction_to_bs4.mkv8.18MB

01.22-beautiful_soap_4_(bs4)_quiz_(difference_between_requests_and_bs4).mkv4.12MB

01.23-beautiful_soap_4_(bs4)_solution_(difference_between_requests_and_bs4).mkv5.13MB

01.24-beautiful_soap_4_(bs4)_hands-on_with_bs4.mkv14.84MB

01.25-beautiful_soap_4_(bs4)_extracting_data_from_tree.mkv33.83MB

01.26-beautiful_soap_4_(bs4)_extracting_quotes_from_the_website.mkv19.4MB

01.27-beautiful_soap_4_(bs4)_quiz_(extracting_author_names).mkv5.91MB

01.28-beautiful_soap_4_(bs4)_solution_(extracting_author_names).mkv16.3MB

01.29-beautiful_soap_4_(bs4)_attributes_of_tags_in_bs4.mkv20.96MB

01.30-beautiful_soap_4(bs4)_multi-valued_attributes_of_tags_in_bs4.mkv10.73MB

01.31-beautiful_soap_4(bs4)_scraping_movie_names_from_imdb.mkv79.26MB

01.32-beautiful_soap_4_(bs4)_quiz_(getting_the_ratings_year_and_name_of_the_movie).mkv5.24MB

01.33-beautiful_soap_4_(bs4)_solution_01_(getting_the_ratings_year_and_name_of_the_movie).mkv21.85MB

01.34-beautiful_soap_4_(bs4)_solution_02_(getting_the_ratings_year_and_name_of_the_movie).mkv28.43MB

01.35-beautiful_soap_4_(bs4)_scraping_time_genre_and_releasing_date_from_imdb_01.mkv17.91MB

01.36-beautiful_soap_4_(bs4)_scraping_time_genre_and_releasing_date_from_imdb_02.mkv32.96MB

01.37-beautiful_soap_4_(bs4)_combining_two_requests_data_for_imdb.mkv14.83MB

01.38-beautiful_soap_4_(bs4)_movies_recommender_system_(creatingmovie_url).mkv35.68MB

01.39-beautiful_soap_4_(bs4)_movies_recommender_system_(creating_director_url).mkv26.57MB

01.40-beautiful_soap_4_(bs4)_movies_recommender_system_using_bs4_(getting_top_four_movies).mkv35.77MB

01.41-beautiful_soap_4_(bs4)_movies_recommender_system_using_bs4_(merge_all_requests_together).mkv65.81MB

01.42-css_selectors_introduction_to_css_selectors.mkv12.88MB

01.43-css_selectors_css_selectors_hands-on_(tags).mkv16.38MB

01.44-css_selectors_quiz_(tags).mkv5.31MB

01.45-css_selectors_solution_(tags).mkv7.54MB

01.46-css_selectors_css_selectors_hands-on_(descendants_id_class).mkv20.79MB

01.47-css_selectors_quiz_(descendants).mkv4.83MB

01.48-css_selectors_solution_(descendants).mkv7.15MB

01.49-css_selectors_quiz_(id).mkv4.7MB

01.50-css_selectors_solution_(id).mkv6.62MB

01.51-css_selectors_solution_(class).mkv5.21MB

01.52-css_selectors_solution_(class).mkv10.41MB

01.53-css_selectors_css_selectors_hands-on_(nested_tags_id_tags_class_tags).mkv13.82MB

01.54-css_selectors_quiz_(class_with_tag).mkv4.68MB

01.55-css_selectors_solution_(class_with_tag).mkv8.18MB

01.56-css_selectors_css_selectors_hands-on_(comma_separator_universal_selectors.mkv23.28MB

01.57-css_selectors_quiz_(combining_two_selectors).mkv4.85MB

01.58-css_selectors_solution_(combining_two_selectors).mkv8.66MB

01.59-css_selectors_css_selectors_hands-on_(sibling_notations_and_direct_child).mkv21.41MB

01.60-css_selectors_quiz_(adjacent_sibling).mkv4.84MB

01.61-css_selectors_solution_(adjacent_sibling).mkv8.45MB

01.62-css_selectors_quiz_(general_sibling).mkv5.27MB

01.63-css_selectors_solution_(general_sibling).mkv9.18MB

01.64-css_selectors_css_selectors_hands-on_(child_selectors).mkv19.98MB

01.65-css_selectors_quiz_(first_child).mkv4.62MB

01.66-css_selectors_solution_(first_child).mkv11.46MB

01.67-css_selectors_quiz_(only_child).mkv4.61MB

01.68-css_selectors_solution_(only_child).mkv9.35MB

01.69-css_selectors_quiz_(last_child).mkv4.72MB

01.70-css_selectors_solution_(last_child).mkv10.68MB

01.71-css_selectors_css_selectors_hands-on_(negations_attributes).mkv20.42MB

01.72-css_selectors_quiz_(negation).mkv4.64MB

01.73-css_selectors_solution_(negation).mkv7.7MB

01.74-css_selectors_css_selectors_hands-on_(attributes_attributes_values).mkv13.12MB

01.75-css_selectors_quiz_(attributes_values).mkv4.64MB

01.76-css_selectors_solution_(attributes_values).mkv10.18MB

01.77-css_selectors_css_selectors_hands-on_(attributes_wild_cards_values).mkv19.91MB

01.78-css_selectors_quiz_(attributes_wild_card).mkv4.89MB

01.79-css_selectors_solution_(attributes_wild_card).mkv27.42MB

01.80-scrapy_introduction_to_scrapy.mkv31.09MB

01.81-scrapy_comparison_of_scrapy_and_requests.mkv21.77MB

01.82-scrapy_scrapy_at_a_glance_documentation.mkv27.47MB

01.83-scrapy_getting_started_with_scrapy.mkv65.35MB

01.84-scrapy_running_documentation_spider_1.mkv20.58MB

01.85-scrapy_running_documentation_spider_2.mkv5.32MB

01.86-scrapy_writing_spider_from_the_scratch.mkv29.76MB

01.87-scrapy_understanding_the_response_(url_status).mkv9.63MB

01.88-scrapy_understanding_the_response_(headers).mkv60.18MB

01.89-scrapy_understanding_the_response_(values_in_headers).mkv27.87MB

01.90-scrapy_understanding_the_response_(body).mkv31.5MB

01.91-scrapy_understanding_the_response_(request).mkv50.24MB

01.92-scrapy_understanding_the_response_(meta).mkv41.21MB

01.93-scrapy_understanding_the_response_(flags_certificate_ip_address_copy).mkv49.88MB

01.94-scrapy_understanding_the_response_(replace_urljoin_follow_follow_all).mkv6.22MB

01.95-scrapy_response_css_and_scrapy_shell.mkv59.76MB

01.96-scrapy_extracting_quotes.mkv35.53MB

01.97-scrapy_understanding_nested_selectors.mkv27.77MB

01.98-scrapy_extracting_the_author_and_quotes.mkv39.12MB

01.99-scrapy_checking_for_next_page.mkv10.16MB

02.01-introduction_why_scala.mkv16.09MB

02.02-introduction_scala_applications.mkv8.96MB

02.03-introduction_about_the_instructor.mkv5.03MB

02.04-introduction_introduction_to_course.mkv8.3MB

02.05-introduction_projects_overview.mkv7.99MB

02.06-overview_what_is_scala.mkv6.61MB

02.07-overview_scala_setup_(local_machine).mkv31.62MB

02.08-overview_scala_setup_(online).mkv14.2MB

02.09-overview_variables_in_scala.mkv17.64MB

02.10-overview_arithmetic_operations_on_variables-1.mkv12.69MB

02.100-2.100_data_structures_check_key_in_map.mkv29.24MB

02.101-2.101_data_structures_update_value_in_map.mkv8.39MB

02.102-2.102_data_structures_add_and_remove_items_from_maps.mkv11.9MB

02.103-2.103_data_structures_iterating_on_maps.mkv8.32MB

02.104-2.104_data_structures_project_overview.mkv6.71MB

02.105-2.105_data_structures_project_architecture.mkv12.99MB

02.106-2.106_data_structures_project_structure_code.mkv9.15MB

02.107-2.107_data_structures_using_maps_for_word_count.mkv15.49MB

02.108-2.108_data_structures_final_run.mkv17.34MB

02.109-2.109_data_structures_sets_overview.mkv11.55MB

02.11-overview_arithmetic_operations_on_variables-2.mkv18.76MB

02.110-2.110_data_structures_add_and_remove_item_from_the_set.mkv8.85MB

02.111-2.111_data_structures_set_operations.mkv10.08MB

02.112-2.112_data_structures_overview_of_stack.mkv6.62MB

02.113-2.113_data_structures_push_and_pop_in_stack.mkv10.02MB

02.114-2.114_data_structures_stack_attributes.mkv12.86MB

02.115-2.115_data_structures_project_overview.mkv7.77MB

02.116-2.116_data_structures_project_architecture.mkv20.05MB

02.117-2.117_data_structures_extra_closing_bracket_use_case.mkv19.74MB

02.118-2.118_data_structures_extra_starting_bracket_use_case.mkv70.3MB

02.119-2.119_project_project_introduction.mkv4.78MB

02.12-overview_quiz_(arithmetic_operations).mkv4.74MB

02.120-2.120_project_why_spark.mkv10.81MB

02.121-2.121_project_hadoop_ecosystem.mkv11.16MB

02.122-2.122_project_spark_architecture.mkv7.17MB

02.123-2.123_project_spark_ecosystem.mkv8.34MB

02.124-2.124_project_databricks_account.mkv10.55MB

02.125-2.125_project_setting_up_databricks_cluster.mkv10.65MB

02.126-2.126_project_spark_local_setup.mkv16.96MB

02.127-2.127_project_spark_hadoop_setup.mkv14.76MB

02.128-2.128_project_spark_rdds.mkv6.54MB

02.129-2.129_project_spark_rdds_(textfile_collect).mkv32.95MB

02.13-overview_solution_(arithmetic_operations).mkv16.91MB

02.130-2.130_project_spark_local_run.mkv11.3MB

02.131-2.131_project_understanding_map.mkv14.2MB

02.132-2.132_project_understanding_flat_map.mkv22.03MB

02.133-2.133_project_understanding_reduce_by_key.mkv11.39MB

02.134-2.134_project_word_count_example.mkv32.05MB

02.135-2.135_project_spark_dfs.mkv14.73MB

02.136-project_spark_df_read_data.mkv15.26MB

02.137-project_spark_print_schema_select.mkv13.76MB

02.138-project_spark_groupby.mkv12.3MB

02.139-project_spark_df_write.mkv28.51MB

02.14-overview_quiz_(strings).mkv4.42MB

02.140-project_creating_s3_bucket.mkv15.76MB

02.141-project_creating_database_in_rds.mkv50.53MB

02.142-project_performing_etl.mkv241.03MB

02.15-overview_solution_(strings).mkv14.44MB

02.16-overview_type_casting.mkv23.38MB

02.17-overview_taking_input_from_user.mkv12.58MB

02.18-overview_quiz_(user_input_and_type_casting).mkv4.14MB

02.19-overview_solution_(user_input_and_type_casting).mkv37.69MB

02.20-flow_control_overview_of_control_statements.mkv8.95MB

02.21-flow_control_if_else_statements.mkv14.08MB

02.22-flow_control_conditions_in_if.mkv13.32MB

02.23-flow_control_quiz_(if_statement).mkv5.64MB

02.24-flow_control_solution_(if_statement).mkv10.04MB

02.25-flow_control_nested_if_else.mkv15.47MB

02.26-flow_control_quiz_(nested_if_else).mkv5.31MB

02.27-flow_control_solution_(nested_if_else).mkv12.07MB

02.28-flow_control_logical_operators.mkv20.56MB

02.29-flow_control_quiz_(logical_operators).mkv4.55MB

02.30-flow_control_solution_(logical_operators).mkv13.99MB

02.31-flow_control_if_else_if.mkv15.13MB

02.32-flow_control_quiz_(if_else_if).mkv5.09MB

02.33-flow_control_solution_(if_else_if).mkv17.63MB

02.34-flow_control_overview_of_loops.mkv6.11MB

02.35-flow_control_overview_of_while_loop.mkv12.47MB

02.36-flow_control_while_loop.mkv17MB

02.37-flow_control_quiz_(while_loop).mkv5.64MB

02.38-flow_control_solution_1_(while_loop).mkv24.21MB

02.39-flow_control_solution_2_(while_loop).mkv12.51MB

02.40-flow_control_do_while_loop.mkv12.54MB

02.41-flow_control_for_loop.mkv18.72MB

02.42-flow_control_quiz_(for_loop).mkv5.28MB

02.43-flow_control_solution_(for_loop).mkv14.96MB

02.44-flow_control_quiz_(for_loop).mkv5.81MB

02.45-flow_control_solution_(for_loop).mkv26.59MB

02.46-flow_control_break.mkv15.74MB

02.47-flow_control_break_fix.mkv9.79MB

02.48-flow_control_project_overview.mkv12.11MB

02.49-flow_control_project_solution_design.mkv15.24MB

02.50-flow_control_project_solution_code_1.mkv20.11MB

02.51-flow_control_project_solution_code_2.mkv13.46MB

02.52-flow_control_project_solution_code_3.mkv21.92MB

02.53-flow_control_project_solution_code_4.mkv84.36MB

02.54-functions_overview_of_functions.mkv14.24MB

02.55-functions_writing_addition_function.mkv17.19MB

02.56-functions_quiz_(basic_function).mkv4.7MB

02.57-functions_solution_(basic_function).mkv12MB

02.58-functions_functions_common_issues.mkv12.2MB

02.59-functions_named_arguments.mkv11.99MB

02.60-functions_quiz_(string_concatenation_function).mkv4.58MB

02.61-functions_solution_(string_concatenation_function).mkv8.54MB

02.62-functions_quiz_(dividing_code_in_functions).mkv5.56MB

02.63-functions_solution_(dividing_code_in_functions).mkv22.17MB

02.64-functions_default_arguments.mkv15.27MB

02.65-functions_quiz_(default_arguments).mkv6.75MB

02.66-functions_solution_(default_arguments).mkv24.78MB

02.67-functions_anonymous_functions.mkv12.38MB

02.68-functions_quiz_(anonymous_functions).mkv5.44MB

02.69-functions_solution_(anonymous_functions).mkv14.41MB

02.70-functions_scopes.mkv20.85MB

02.71-functions_project_overview.mkv10.06MB

02.72-functions_checking_credentials.mkv15.83MB

02.73-functions_prompting_the_menu.mkv18.61MB

02.74-functions_basic_functions.mkv21.62MB

02.75-functions_breaking_code_in_more_functions.mkv35.59MB

02.76-functions_final_run.mkv58.44MB

02.77-classes_introduction_to_classes.mkv6.27MB

02.78-classes_creating_class.mkv14.1MB

02.79-classes_class_constructor.mkv10.59MB

02.80-classes_functions_and_classes.mkv28.77MB

02.81-classes_project_overview.mkv7.9MB

02.82-classes_basic_structure.mkv13.86MB

02.83-classes_final_run.mkv30.74MB

02.84-data_structures_introduction_of_data_structures.mkv7.9MB

02.85-data_structures_lists_introduction.mkv11.67MB

02.86-data_structures_lists_create_and_delete_elements.mkv13.95MB

02.87-data_structures_lists_take.mkv9.09MB

02.88-data_structures_listbuffer_introduction.mkv11.17MB

02.89-data_structures_add_data_in_listbuffer.mkv9.83MB

02.90-data_structures_remove_data_from_listbuffer.mkv8.94MB

02.91-data_structures_take_data_from_listbuffer.mkv7.37MB

02.92-data_structures_project_overview.mkv9.75MB

02.93-data_structures_project_architecture_discussion.mkv11.98MB

02.94-data_structures_project_architecture_implementation.mkv20.75MB

02.95-data_structures_user_input_for_objects.mkv13.33MB

02.96-data_structures_implementing_the_control_flow.mkv14.78MB

02.97-data_structures_creating_required_functions_inside_class.mkv20.03MB

02.98-data_structures_overview_of_maps.mkv8.02MB

02.99-data_structures_creating_maps.mkv9.75MB

03.01-introduction_why_big_data.mkv12.16MB

03.02-introduction_applications_of_pyspark.mkv7.97MB

03.03-introduction_introduction_to_instructor.mkv4.82MB

03.04-introduction_introduction_to_course.mkv5.95MB

03.05-introduction_projects_overview.mkv8.26MB

03.06-introduction_to_hadoop_spark_ecosystems_and_architectures_why_spark.mkv8.89MB

03.07-introduction_to_hadoop_spark_ecosystems_and_architectures_hadoop_ecosystem.mkv10.57MB

03.08-introduction_to_hadoop_spark_ecosystems_and_architectures_spark_architecture_and_ecosystem.mkv16.25MB

03.09-introduction_to_hadoop_spark_ecosystems_and_architectures_databricks_signup.mkv11.49MB

03.10-introduction_to_hadoop_spark_ecosystems_and_architectures_create_databricks_notebook.mkv11.79MB

03.100-3.100_collaborative_filtering_utility_matrix.mkv9.18MB

03.101-3.101_collaborative_filtering_explicit_and_implicit_ratings.mkv9.61MB

03.102-3.102_collaborative_filtering_expected_results.mkv7.93MB

03.103-3.103_collaborative_filtering_dataset.mkv19.19MB

03.104-3.104_collaborative_filtering_joining_dataframes.mkv19.62MB

03.105-3.105_collaborative_filtering_train_and_test_data.mkv16.95MB

03.106-3.106_collaborative_filtering_als_model.mkv18.47MB

03.107-3.107_collaborative_filtering_hyperparameter_tuning_and_cross_validation.mkv18.64MB

03.108-3.108_collaborative_filtering_best_model_and_evaluate_predictions.mkv11.29MB

03.109-3.109_collaborative_filtering_recommendations.mkv130.95MB

03.11-introduction_to_hadoop_spark_ecosystems_and_architectures_download_spark_and_dependencies.mkv11.69MB

03.110-3.110_spark_streaming_introduction_to_spark_streaming.mkv11.26MB

03.111-3.111_spark_streaming_spark_streaming_with_rdd.mkv9.98MB

03.112-3.112_spark_streaming_spark_streaming_context.mkv12.2MB

03.113-3.113_spark_streaming_spark_streaming_reading_data.mkv16.69MB

03.114-3.114_spark_streaming_spark_streaming_cluster_restart.mkv11.43MB

03.115-3.115_spark_streaming_spark_streaming_rdd_transformations.mkv23.65MB

03.116-3.116_spark_streaming_spark_streaming_df.mkv17.66MB

03.117-3.117_spark_streaming_spark_streaming_display.mkv14.58MB

03.118-3.118_spark_streaming_spark_streaming_df_aggregations.mkv15.52MB

03.119-3.119_etl_pipeline_introduction_to_etl.mkv10.92MB

03.12-introduction_to_hadoop_spark_ecosystems_and_architectures_java_setup_on_windows.mkv13.97MB

03.120-3.120_etl_pipeline_etl_pipeline_flow.mkv6.86MB

03.121-3.121_etl_pipeline_dataset.mkv10.31MB

03.122-3.122_etl_pipeline_extracting_data.mkv9.03MB

03.123-3.123_etl_pipeline_transforming_data.mkv29.4MB

03.124-3.124_etl_pipeline_loading_data_(creating_rds-i).mkv24.45MB

03.125-3.125_etl_pipeline_load_data_(creating_rds-ii).mkv15.05MB

03.126-3.126_etl_pipeline_rds_networking.mkv15.87MB

03.127-3.127_etl_pipeline_downloading_postgres.mkv6.41MB

03.128-3.128_etl_pipeline_installing_postgres.mkv7.58MB

03.129-3.129_etl_pipeline_connect_to_rds_through_pgadmin.mkv8.86MB

03.13-introduction_to_hadoop_spark_ecosystems_and_architectures_python_setup_on_window.mkv6.28MB

03.130-3.130_etl_pipeline_loading_data.mkv35.59MB

03.131-3.131_project-change_data_capture__replication_on_going_introduction_to_project.mkv6.07MB

03.132-3.132_project-change_data_capture__replication_on_going_project_architecture.mkv28.63MB

03.133-3.133_project-change_data_capture__replication_on_going_creating_rds_mysql_instance.mkv28.82MB

03.134-3.134_project-change_data_capture__replication_on_going_creating_s3_bucket.mkv12.76MB

03.135-3.135_project-change_data_capture__replication_on_going_creating_dms_source_endpoint.mkv16.74MB

03.136-3.136_project-change_data_capture__replication_on_going_creating_dms_destination_endpoint.mkv16.3MB

03.137-3.137_project-change_data_capture__replication_on_going_creating_dms_instance.mkv10.34MB

03.138-3.138_project-change_data_capture__replication_on_going_mysql_workbench.mkv6.73MB

03.139-3.139_project-change_data_capture__replication_on_going_connecting_with_rds_and_dumping_data.mkv26.36MB

03.14-introduction_to_hadoop_spark_ecosystems_and_architectures_spark_setup_on_window.mkv11.36MB

03.140-3.140_project-change_data_capture__replication_on_going_querying_rds.mkv9.56MB

03.141-3.141_project-change_data_capture__replication_on_going_dms_full_load.mkv27.48MB

03.142-3.142_project-change_data_capture__replication_on_going_dms_replication_ongoing.mkv20.65MB

03.143-3.143_project-change_data_capture__replication_on_going_stopping_instances.mkv7.67MB

03.144-3.144_project-change_data_capture__replication_on_going_glue_job_(full_load).mkv18.78MB

03.145-3.145_project-change_data_capture__replication_on_going_glue_job_(change_capture).mkv11.6MB

03.146-3.146_project-change_data_capture__replication_on_going_glue_job_(cdc).mkv44.88MB

03.147-3.147_project-change_data_capture__replication_on_going_creating_lambda_function_and_adding_trigger.mkv19.34MB

03.148-3.148_project-change_data_capture__replication_on_going_checking_trigger.mkv14.8MB

03.149-3.149_project-change_data_capture__replication_on_going_getting_s3_file_name_in_lambda.mkv14.13MB

03.15-introduction_to_hadoop_spark_ecosystems_and_architectures_hadoop_setup_on_window.mkv10.22MB

03.150-3.150_project-change_data_capture__replication_on_going_creating_glue_job.mkv16.32MB

03.151-3.151_project-change_data_capture__replication_on_going_adding_invoke_for_glue_job.mkv13.67MB

03.152-3.152_project-change_data_capture__replication_on_going_testing_invoke.mkv16.8MB

03.153-3.153_project-change_data_capture__replication_on_going_writing_glue_shell_job.mkv17.45MB

03.154-3.154_project-change_data_capture__replication_on_going_full_load_pipeline.mkv19.96MB

03.155-3.155_project-change_data_capture__replication_on_going_change_data_capture_pipeline.mkv102.88MB

03.16-introduction_to_hadoop_spark_ecosystems_and_architectures_running_spark_on_window.mkv9.15MB

03.17-introduction_to_hadoop_spark_ecosystems_and_architectures_java_download_on_mac.mkv7.52MB

03.18-introduction_to_hadoop_spark_ecosystems_and_architectures_installing_jdk_on_mac.mkv5.79MB

03.19-introduction_to_hadoop_spark_ecosystems_and_architectures_setting_java_home_on_mac.mkv8.89MB

03.20-introduction_to_hadoop_spark_ecosystems_and_architectures_java_check_on_mac.mkv5.74MB

03.21-introduction_to_hadoop_spark_ecosystems_and_architectures_installing_python_on_mac.mkv6.3MB

03.22-introduction_to_hadoop_spark_ecosystems_and_architectures_set_up_spark_on_mac.mkv12.54MB

03.23-spark_rdds_spark_rdds.mkv17.28MB

03.24-spark_rdds_creating_spark_rdd.mkv23MB

03.25-spark_rdds_running_spark_code_locally.mkv54.8MB

03.26-spark_rdds_rdd_map_(lambda).mkv23.39MB

03.27-spark_rdds_rdd_map_(simple_function).mkv21.21MB

03.28-spark_rdds_quiz_(map).mkv5.8MB

03.29-spark_rdds_solution_1_(map).mkv15.12MB

03.30-spark_rdds_solution_2_(map).mkv10.9MB

03.31-spark_rdds_rdd_flatmap.mkv21.27MB

03.32-spark_rdds_rdd_filter.mkv18.28MB

03.33-spark_rdds_quiz_(filter).mkv6.08MB

03.34-spark_rdds_solution_(filter).mkv34.76MB

03.35-spark_rdds_rdd_distinct.mkv15.25MB

03.36-spark_rdds_rdd_groupbykey.mkv37.2MB

03.37-spark_rdds_rdd_reducebykey.mkv26.99MB

03.38-spark_rdds_quiz_(word_count).mkv5.11MB

03.39-spark_rdds_solution_(word_count).mkv32.98MB

03.40-spark_rdds_rdd_(count_and_countbyvalue).mkv16.45MB

03.41-spark_rdds_rdd_(saveastextfile).mkv34.28MB

03.42-spark_rdds_rdd_(partition).mkv38.42MB

03.43-spark_rdds_finding_average-1.mkv31.41MB

03.44-spark_rdds_finding_average-2.mkv18.65MB

03.45-spark_rdds_quiz_(average).mkv5.81MB

03.46-spark_rdds_solution_(average).mkv24.51MB

03.47-spark_rdds_finding_min_and_max.mkv23.28MB

03.48-spark_rdds_quiz_(min_and_max).mkv4.93MB

03.49-spark_rdds_solution_(min_and_max).mkv14.38MB

03.50-spark_rdds_project_overview.mkv11.06MB

03.51-3.51_spark_rdds_total_students.mkv13.06MB

03.52-3.52_spark_rdds_total_marks_by_male_and_female_student.mkv18.28MB

03.53-3.53_spark_rdds_total_passed_and_failed_students.mkv13.06MB

03.54-3.54_spark_rdds_total_enrolments_per_course.mkv12.58MB

03.55-3.55_spark_rdds_total_marks_per_course.mkv9.93MB

03.56-3.56_spark_rdds_average_marks_per_course.mkv25.55MB

03.57-3.57_spark_rdds_finding_minimum_and_maximum_marks.mkv10.99MB

03.58-3.58_spark_rdds_average_age_of_male_and_female_students.mkv16.01MB

03.59-3.59_spark_dfs_introduction_to_spark_dfs.mkv17.17MB

03.60-3.60_spark_dfs_creating_spark_dfs.mkv22.43MB

03.61-3.61_spark_dfs_spark_infer_schema.mkv18.62MB

03.62-3.62_spark_dfs_spark_provide_schema.mkv23.91MB

03.63-3.63_spark_dfs_create_df_from_rdd.mkv25.52MB

03.64-3.64_spark_dfs_rectifying_the_error.mkv20.71MB

03.65-3.65_spark_dfs_select_df_columns.mkv36.95MB

03.66-3.66_spark_dfs_spark_df_withcolumn.mkv54.86MB

03.67-3.67_spark_dfs_spark_df_withcolumnrenamed_and_alias.mkv21.03MB

03.68-3.68_spark_dfs_spark_df_filter_rows.mkv46.92MB

03.69-3.69_spark_dfs_quiz_(select_withcolumn_filter).mkv6.07MB

03.70-3.70_spark_dfs_solution_(select_withcolumn_filter).mkv30.77MB

03.71-3.71_spark_dfs_spark_df_(count_distinct_duplicate).mkv30.86MB

03.72-3.72_spark_dfs_quiz_(distinct_duplicate).mkv4.46MB

03.73-3.73_spark_dfs_solution_(distinct_duplicate).mkv15.48MB

03.74-3.74_spark_dfs_spark_df_(sort_orderby).mkv18.93MB

03.75-3.75_spark_dfs_quiz_(sort_orderby).mkv6.79MB

03.76-3.76_spark_dfs_solution_(sort_orderby).mkv21.71MB

03.77-3.77_spark_dfs_spark_df_(group_by).mkv26.89MB

03.78-3.78_spark_dfs_spark_df_(group_by-multiple_columns_and_aggregations).mkv24.8MB

03.79-3.79_spark_dfs_spark_df_(group_by-visualization).mkv34.27MB

03.80-3.80_spark_dfs_spark_df_(group_by-filtering).mkv25.21MB

03.81-3.81_spark_dfs_quiz_(group_by).mkv4.91MB

03.82-3.82_spark_dfs_solution_(group_by).mkv20.57MB

03.83-3.83_spark_dfs_quiz_(word_count).mkv4.82MB

03.84-3.84_spark_dfs_solution_(word_count).mkv11.83MB

03.85-3.85_spark_dfs_spark_df_(udfs).mkv18.38MB

03.86-3.86_spark_dfs_quiz_(udfs).mkv17.64MB

03.87-3.87_spark_dfs_solution_(udfs).mkv21.16MB

03.88-3.88_spark_dfs_solution_(cache_and_persist).mkv22.65MB

03.89-3.89_spark_dfs_spark_df_(df_to_rdd).mkv29.19MB

03.90-3.90_spark_dfs_spark_df_(spark_sql).mkv17.82MB

03.91-3.91_spark_dfs_spark_df_(write_df).mkv26.5MB

03.92-3.92_spark_dfs_project_overview.mkv11.82MB

03.93-3.93_spark_dfs_project_(count_and_select).mkv13.26MB

03.94-3.94_spark_dfs_project_(group_by).mkv12.79MB

03.95-3.95_spark_dfs_project_(group_by_aggregations_and_order_by).mkv13.31MB

03.96-3.96_spark_dfs_project_(filtering).mkv22.15MB

03.97-3.97_spark_dfs_project_(udf_and_withcolumn).mkv19.27MB

03.98-3.98_spark_dfs_project_(write).mkv39.24MB

03.99-3.99_collaborative_filtering_collaborative_filtering.mkv6.97MB

04.01-introduction_why_mongodb.mkv33.56MB

04.02-introduction_applications_of_mongodb.mkv28.86MB

04.03-introduction_instructor_introduction.mkv9.06MB

04.04-introduction_whataeur(tm)s_inside.mkv12.28MB

04.05-introduction_methodology.mkv7.79MB

04.06-introduction_project.mkv14.99MB

04.07-overview_sql_schema.mkv104.63MB

04.08-overview_nosql_schema.mkv133.91MB

04.09-overview_installing_mongodb.mkv58.69MB

04.10-overview_setting_environment_variable.mkv40.93MB

04.100-query_and_projection_operators_quiz_(text).mkv20.22MB

04.101-query_and_projection_operators_solution_(text).mkv202.93MB

04.102-query_and_projection_operators_quiz_(all).mkv13.2MB

04.103-query_and_projection_operators_solution_(all).mkv59.22MB

04.104-query_and_projection_operators_solution_(all).mkv56.06MB

04.105-query_and_projection_operators_quiz_(elemmatch).mkv17.94MB

04.106-query_and_projection_operators_solution_(elemmatch).mkv96.51MB

04.107-query_and_projection_operators_solution_(elemmatch).mkv70.11MB

04.108-query_and_projection_operators_quiz_(size).mkv8.63MB

04.109-query_and_projection_operators_solution_(size).mkv43.57MB

04.11-overview_analogies.mkv58.8MB

04.110-update_operators_currentdate_operator.mkv102.8MB

04.111-update_operators_inc_operator.mkv98.25MB

04.112-update_operators_inc_operator.mkv30.34MB

04.113-update_operators_min_operator.mkv29.75MB

04.114-update_operators_max_operator.mkv52.38MB

04.115-update_operators_mul_operator.mkv39.49MB

04.116-update_operators_rename_operator.mkv58.63MB

04.117-update_operators_set_operator.mkv82MB

04.118-update_operators_set_operator.mkv46.41MB

04.119-update_operators_unset_operator.mkv35.97MB

04.12-basic_mongo_operations_basic_database_commands.mkv83.01MB

04.120-update_operators_addtoset_operator.mkv50.19MB

04.121-update_operators_pop_operator.mkv45.24MB

04.122-update_operators_pull_operator.mkv143.9MB

04.123-update_operators_push_operator.mkv27.13MB

04.124-update_operators_each_operator.mkv42.26MB

04.125-update_operators_position_operator.mkv33.46MB

04.126-update_operators_sort_operator.mkv38.08MB

04.127-update_operators_quiz_(update_operators).mkv12.76MB

04.128-update_operators_solution_(update_operators).mkv49.06MB

04.129-update_operators_solution_(update_operators).mkv39.21MB

04.13-basic_mongo_operations_basic_database_commands.mkv77.77MB

04.130-update_operators_solution_(update_operators).mkv19.13MB

04.131-update_operators_solution_(update_operators).mkv43.14MB

04.132-update_operators_quiz_(update_operators).mkv9.1MB

04.133-update_operators_solution_(update_operators).mkv19.68MB

04.134-update_operators_solution_(update_operators).mkv19.63MB

04.135-update_operators_solution_(update_operators).mkv28.8MB

04.136-mongo_with_node_installing_node_on_local_machine.mkv29.38MB

04.137-mongo_with_node_installing_vs_code.mkv50.86MB

04.138-mongo_with_node_mongo_atlas.mkv10.45MB

04.139-mongo_with_node_create_cluster_on_mongo_atlas.mkv45.08MB

04.14-basic_mongo_operations_basic_collection_commands.mkv140.15MB

04.140-mongo_with_node_creating_user_in_atlas.mkv75.65MB

04.141-mongo_with_node_network_access.mkv36.98MB

04.142-mongo_with_node_database_and_collections.mkv71.13MB

04.143-mongo_with_node_connect_node_with_mongo.mkv97.21MB

04.144-mongo_with_node_get_databases.mkv45.36MB

04.145-mongo_with_node_insert_in_mongo_using_node.mkv103.27MB

04.146-mongo_with_node_read_from_mongo_using_node.mkv70.43MB

04.147-mongo_with_node_update_in_mongo_using_node.mkv89.54MB

04.148-mongo_with_node_delete_from_mongo_using_node.mkv42.98MB

04.149-mongo_with_python_pycharm.mkv47.95MB

04.15-basic_create_operation_introduction_to_module.mkv19.23MB

04.150-mongo_with_python_creating_connection.mkv54.92MB

04.151-mongo_with_python_insert_in_mongo_using_python.mkv68.61MB

04.152-mongo_with_python_read_from_mongo_using_python.mkv51.05MB

04.153-mongo_with_python_update_in_mongo_using_python.mkv68.28MB

04.154-mongo_with_python_delete_in_mongo_using_python.mkv40.2MB

04.155-django_with_mongo_django_installation.mkv36.11MB

04.156-django_with_mongo_creating_app.mkv40.34MB

04.157-django_with_mongo_setting_up_django_with_mongo.mkv63.85MB

04.158-django_with_mongo_django_migrations.mkv30.52MB

04.159-django_with_mongo_django_urls_and_views.mkv44.44MB

04.16-basic_create_operation_create_document_(single).mkv111.13MB

04.160-django_with_mongo_django_with_postman.mkv58.75MB

04.161-django_with_mongo_django_get_data_from_postman.mkv78.47MB

04.162-django_with_mongo_insert_in_mongo_using_django.mkv37.91MB

04.163-django_with_mongo_read_from_mongo_using_django.mkv85.74MB

04.164-django_with_mongo_update_in_mongo_using_django.mkv64.33MB

04.165-django_with_mongo_delete_in_mongo_using_django.mkv35.45MB

04.166-spark_with_mongo_databricks_for_spark.mkv35.97MB

04.167-spark_with_mongo_installing_libraries.mkv18.98MB

04.168-spark_with_mongo_data_overview.mkv28.32MB

04.169-spark_with_mongo_etl.mkv156.22MB

04.17-basic_create_operation_create_documents_(many).mkv98.5MB

04.18-basic_create_operation_quiz_(create_documents).mkv24.85MB

04.19-basic_create_operation_solution_(create_documents).mkv99.29MB

04.20-basic_create_operation_quiz_(create_document).mkv15.88MB

04.21-basic_create_operation_solution_(create_document).mkv70.18MB

04.22-basic_create_operation_outro.mkv14.69MB

04.23-basic_update_operation_introduction.mkv27.99MB

04.24-basic_update_operation_update_documents_(single_filter).mkv206.57MB

04.25-basic_update_operation_update_documents.mkv47.67MB

04.26-basic_update_operation_quiz_(update_operation).mkv9.79MB

04.27-basic_update_operation_solution_(update_operation).mkv48.16MB

04.28-basic_update_operation_quiz_(update_operation).mkv8.9MB

04.29-basic_update_operation_solution_(update_operation).mkv50.46MB

04.30-basic_update_operation_solution_(update_operation).mkv71.73MB

04.31-basic_update_operation_outro.mkv12.35MB

04.32-basic_read_operation_introduction.mkv18.85MB

04.33-basic_read_operation_read_documents.mkv31.08MB

04.34-basic_read_operation_quiz_(read_documents).mkv16.49MB

04.35-basic_read_operation_solution_(read_documents).mkv82.17MB

04.36-basic_read_operation_quiz_(read_documents).mkv10.07MB

04.37-basic_read_operation_solution_(read_documents).mkv33.35MB

04.38-basic_read_operation_outro.mkv13.4MB

04.39-basic_delete_operation_introduction.mkv7.91MB

04.40-basic_delete_operation_delete_document.mkv79.7MB

04.41-basic_delete_operation_quiz_(delete_operation).mkv9.12MB

04.42-basic_delete_operation_solution_(delete_operation).mkv49.02MB

04.43-basic_delete_operation_quiz_(delete_operation).mkv9.34MB

04.44-basic_delete_operation_solution_(delete_operation).mkv22.58MB

04.45-basic_delete_operation_outro.mkv11.32MB

04.46-query_and_projection_operators_module_introduction.mkv15.08MB

04.47-query_and_projection_operators_eq_operator.mkv200.04MB

04.48-query_and_projection_operators_gt_operator.mkv37.18MB

04.49-query_and_projection_operators_lt_operator.mkv40.28MB

04.50-query_and_projection_operators_in_operator.mkv33.72MB

04.51-query_and_projection_operators_ne_operator.mkv23.25MB

04.52-query_and_projection_operators_nin_operator.mkv24.44MB

04.53-query_and_projection_operators_and_operator.mkv80.62MB

04.54-query_and_projection_operators_or_operator.mkv47.47MB

04.55-query_and_projection_operators_not_operator.mkv63.71MB

04.56-query_and_projection_operators_exists_operator.mkv108.99MB

04.57-query_and_projection_operators_types_operator.mkv36.83MB

04.58-query_and_projection_operators_expr_operator.mkv80.79MB

04.59-query_and_projection_operators_mod_operator.mkv52.42MB

04.60-query_and_projection_operators_text_operator.mkv164.17MB

04.61-query_and_projection_operators_all_operator.mkv78.29MB

04.62-query_and_projection_operators_elemmatch_operator.mkv172.07MB

04.63-query_and_projection_operators_size_operator.mkv60.54MB

04.64-query_and_projection_operators__operator.mkv103.59MB

04.65-query_and_projection_operators_slice_operator.mkv56.82MB

04.66-query_and_projection_operators_quiz_(eq).mkv9.69MB

04.67-query_and_projection_operators_solution_(eq).mkv104.36MB

04.68-query_and_projection_operators_quiz_(gt).mkv12.92MB

04.69-query_and_projection_operators_solution_(gt).mkv45.86MB

04.70-query_and_projection_operators_quiz_(gte).mkv11.75MB

04.71-query_and_projection_operators_solution_(gte).mkv79.37MB

04.72-query_and_projection_operators_quiz_(in).mkv10.89MB

04.73-query_and_projection_operators_solution_(in).mkv97.97MB

04.74-query_and_projection_operators_quiz_(lt).mkv13.9MB

04.75-query_and_projection_operators_solution_(lt).mkv34.15MB

04.76-query_and_projection_operators_quiz_(lte).mkv11.27MB

04.77-query_and_projection_operators_solution_(lte).mkv59.79MB

04.78-query_and_projection_operators_solution_(lte).mkv24.59MB

04.79-query_and_projection_operators_quiz_(ne).mkv9.06MB

04.80-query_and_projection_operators_solution_(ne).mkv57.31MB

04.81-query_and_projection_operators_quiz_(nin).mkv12.66MB

04.82-query_and_projection_operators_solution_(nin).mkv28.25MB

04.83-query_and_projection_operators_solution_(nin).mkv37.35MB

04.84-query_and_projection_operators_solution_(nin).mkv21.15MB

04.85-query_and_projection_operators_quiz_(and).mkv11.13MB

04.86-query_and_projection_operators_solution_(and).mkv97.37MB

04.87-query_and_projection_operators_quiz_(or).mkv20.25MB

04.88-query_and_projection_operators_solution_(or).mkv117.42MB

04.89-query_and_projection_operators_solution_(or).mkv68.84MB

04.90-query_and_projection_operators_quiz_(not).mkv20.96MB

04.91-query_and_projection_operators_solution_(not).mkv70.96MB

04.92-query_and_projection_operators_solution_(not).mkv59.51MB

04.93-query_and_projection_operators_solution_(not).mkv88.25MB

04.94-query_and_projection_operators_quiz_(exists).mkv10.07MB

04.95-query_and_projection_operators_solution_(exists).mkv69.27MB

04.96-query_and_projection_operators_quiz_(expr).mkv12.3MB

04.97-query_and_projection_operators_solution_(expr).mkv84.88MB

04.98-query_and_projection_operators_quiz_(mod).mkv7.79MB

04.99-query_and_projection_operators_solution_(mod).mkv65.16MB