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1_Introduction/Using_the_exercise_files.mp4 838.19 KB
1_Introduction/Welcome.mp4 3.61 MB
1_Introduction/What_you_should_know_before_watching_this_course.mp4 1.86 MB
2_1._Working_with_Geographic_Economic_and_Other_Data/Analyzing_word_usage.mp4 8.9 MB
2_1._Working_with_Geographic_Economic_and_Other_Data/Discovering_information_on_significant_individuals.mp4 4.15 MB
2_1._Working_with_Geographic_Economic_and_Other_Data/Discovering_the_geographic_position_of_an_entity.mp4 6.6 MB
2_1._Working_with_Geographic_Economic_and_Other_Data/Displaying_statistical_data_about_a_city_or_territory.mp4 3.9 MB
2_1._Working_with_Geographic_Economic_and_Other_Data/Displaying_statistical_data_about_a_country.mp4 7.77 MB
2_1._Working_with_Geographic_Economic_and_Other_Data/Generating_interesting_and_useful_maps.mp4 4.69 MB
2_1._Working_with_Geographic_Economic_and_Other_Data/Returning_data_on_historical_periods.mp4 9.8 MB
3_2._Discovering_and_Displaying_Financial_Data/Calculating_the_exchange_rate_between_two_currencies.mp4 6.44 MB
3_2._Discovering_and_Displaying_Financial_Data/Calculating_the_present_value_of_an_annuity.mp4 6.03 MB
3_2._Discovering_and_Displaying_Financial_Data/Calculating_the_time_value_of_money_and_adjusting_for_inflation.mp4 6.14 MB
3_2._Discovering_and_Displaying_Financial_Data/Discovering_the_effective_interest_rate_of_an_investment.mp4 2.84 MB
3_2._Discovering_and_Displaying_Financial_Data/Displaying_a_list_of_currency_symbols.mp4 2.6 MB
3_2._Discovering_and_Displaying_Financial_Data/Displaying_changes_in_a_stock_price_over_the_past_year.mp4 6.63 MB
3_2._Discovering_and_Displaying_Financial_Data/Displaying_the_high_low_open_and_close_values_for_a_stock.mp4 3.22 MB
3_2._Discovering_and_Displaying_Financial_Data/Graphing_financial_data_using_a_candlestick_chart.mp4 5.97 MB
3_2._Discovering_and_Displaying_Financial_Data/Returning_the_latest_stock_price_for_a_company.mp4 2.35 MB
4_3._Generating_and_Analyzing_Time_Series_and_Random_Data/Creating_and_displaying_a_time_series.mp4 9.6 MB
4_3._Generating_and_Analyzing_Time_Series_and_Random_Data/Finding_and_displaying_data_within_a_time_series_window.mp4 4.59 MB
4_3._Generating_and_Analyzing_Time_Series_and_Random_Data/Generating_and_graphing_a_random_walk_process.mp4 5.27 MB
4_3._Generating_and_Analyzing_Time_Series_and_Random_Data/Generating_random_values_using_different_processes.mp4 5.55 MB
4_3._Generating_and_Analyzing_Time_Series_and_Random_Data/Selecting_a_random_value_from_a_list_of_values.mp4 8.06 MB
5_4._Performing_Social_Network_Analysis/Calculating_centrality_by_counting_direct_links.mp4 8.75 MB
5_4._Performing_Social_Network_Analysis/Calculating_reciprocity_in_a_directed_graph.mp4 4.11 MB
5_4._Performing_Social_Network_Analysis/Calculating_the_shortest_path_between_two_points.mp4 6.79 MB
5_4._Performing_Social_Network_Analysis/Evaluating_centrality_by_calculating_betweenness.mp4 3.47 MB
5_4._Performing_Social_Network_Analysis/Generating_a_random_graph.mp4 6.79 MB
5_4._Performing_Social_Network_Analysis/Identifying_cliques_in_a_graph.mp4 6.48 MB
6_5._Applying_Machine_Learning_Algorithms_to_Data/Classifying_data_based_on_existing_rules.mp4 9.17 MB
6_5._Applying_Machine_Learning_Algorithms_to_Data/Classifying_data_by_identifying_rules_through_training_data.mp4 11.31 MB
6_5._Applying_Machine_Learning_Algorithms_to_Data/Identifying_clusters_of_data.mp4 6.39 MB
6_5._Applying_Machine_Learning_Algorithms_to_Data/Predicting_output_values_using_linear_regression.mp4 8.24 MB
6_5._Applying_Machine_Learning_Algorithms_to_Data/Rescaling_data_to_minimize_bias.mp4 5.98 MB
7_6._Manipulating_and_Analyzing_Textual_Data/Counting_word_occurrences_within_a_string.mp4 14.41 MB
7_6._Manipulating_and_Analyzing_Textual_Data/Importing_a_text_file_into_Mathematica.mp4 13.24 MB
7_6._Manipulating_and_Analyzing_Textual_Data/Looking_up_words_in_dictionaries.mp4 5.87 MB
7_6._Manipulating_and_Analyzing_Textual_Data/Performing_sentiment_analysis_on_text.mp4 2.21 MB
7_6._Manipulating_and_Analyzing_Textual_Data/Preparing_text_data_for_natural_language_processing.mp4 14.34 MB
7_6._Manipulating_and_Analyzing_Textual_Data/Splitting_a_text_string_into_words_or_sentences.mp4 11.49 MB
8_Conclusion/Further_resources.mp4 1.85 MB
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