Lectures related to Index fund

Market Liquidity: Equilibrium Prices and Portfolio Choice

Explores mutual fund performance, market liquidity, and optimal portfolio choice with transaction costs.

Explores freshness requirements in HTAP workloads, covering ad-hoc analysis, query batches, log-structured snapshots, and index management.

Financial Management: Detailed Expense Analysis

Covers the detailed analysis of expenses, budget management, fund tracking, and financial indicators.

Factor Models in Finance

Explores factor models in finance, covering mean-variance portfolios, size and value anomalies, and momentum strategies.

Financial Management: Fund Tracking and Analysis

Covers financial management, fund tracking, budget analysis, and financial projections.

Indexing for Information Retrieval

Explores indexing techniques, inverted files, map-reduce models, and trie usage for efficient information retrieval.

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Efficient Market Hypothesis: Evidence and Event Studies

Explores evidence against EMH, event studies, abnormal return methodology, and mutual fund performance.

Efficient Markets Hypothesis: Overview and Implications

Covers the Efficient Markets Hypothesis, market efficiency, testability, implications on security prices, and evidence on market manipulation.

Factor Models in Finance

Covers factor models, portfolio choice, anomalies, and mutual fund performance analysis.

Trading Strategies: Measuring Market Dynamics

Explores trading strategies in mathematical finance, backtesting scientific models, and the challenges of non-stationary markets.

Efficient Markets: Anomalies and Arbitrage

Covers market efficiency, anomalies, EMH, behavioral finance, and portfolio construction based on size and value factors.

Convolutional Networks: Overview and Architecture

Covers the motivation and architecture of convolutional networks, from LeNet to AlexNet.

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Indicial Notation and Tensor Components

Covers the manipulation of indicial notation and tensor components, focusing on concepts such as indical notation, free indices, contraction, and the dot product.

File Organization and Indexing

Explores file organization, record formats, indexing techniques, and index classifications in databases, emphasizing the importance of efficient data storage and access.

Mean-Variance Portfolio Optimization

Explores Mean-Variance Utility, optimal portfolio choice, diversification benefits, efficient frontiers, and risk-free assets in portfolio optimization.

Unsupervised Learning: Movie Recommendation

Covers unsupervised learning for movie recommendation using singular value decomposition.

Data Intensive Applications and Systems: HTAP Overview

Provides an overview of HTAP systems, covering concurrency control, data layout, consolidation trade-offs, and workload-driven snapshot efficiency.

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